Initial commit: FunASR Speech Recognition Toolkit
Update API Documentation / build-api-docs (push) Has been cancelled
Update API Documentation / build-api-docs (push) Has been cancelled
Add complete FunASR codebase including models, runtime, and documentation.
This commit is contained in:
freedakgmail
@@ -0,0 +1,14 @@
|
||||
<?xml version = "1.0" encoding = "UTF-8" ?>
|
||||
<Application xmlns="http://schemas.microsoft.com/dotnet/2021/maui"
|
||||
xmlns:x="http://schemas.microsoft.com/winfx/2009/xaml"
|
||||
xmlns:local="clr-namespace:MauiApp1"
|
||||
x:Class="MauiApp1.App">
|
||||
<Application.Resources>
|
||||
<ResourceDictionary>
|
||||
<ResourceDictionary.MergedDictionaries>
|
||||
<ResourceDictionary Source="Resources/Styles/Colors.xaml" />
|
||||
<ResourceDictionary Source="Resources/Styles/Styles.xaml" />
|
||||
</ResourceDictionary.MergedDictionaries>
|
||||
</ResourceDictionary>
|
||||
</Application.Resources>
|
||||
</Application>
|
||||
@@ -0,0 +1,19 @@
|
||||
namespace MauiApp1;
|
||||
|
||||
public partial class App : Application
|
||||
{
|
||||
public App()
|
||||
{
|
||||
InitializeComponent();
|
||||
MainPage = new MySplashPage();
|
||||
_ = EndSplash();
|
||||
}
|
||||
async Task EndSplash()
|
||||
{
|
||||
await Task.Delay(1000);
|
||||
MainThread.BeginInvokeOnMainThread(() =>
|
||||
{
|
||||
MainPage = new AppShell();
|
||||
});
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,19 @@
|
||||
<?xml version="1.0" encoding="UTF-8" ?>
|
||||
<Shell
|
||||
x:Class="MauiApp1.AppShell"
|
||||
xmlns="http://schemas.microsoft.com/dotnet/2021/maui"
|
||||
xmlns:x="http://schemas.microsoft.com/winfx/2009/xaml"
|
||||
xmlns:local="clr-namespace:MauiApp1"
|
||||
Shell.FlyoutBehavior="Disabled">
|
||||
<FlyoutItem FlyoutDisplayOptions="AsMultipleItems">
|
||||
<ShellContent
|
||||
Title="Offline"
|
||||
ContentTemplate="{DataTemplate local:RecognitionForFiles}"
|
||||
Route="MainPage" />
|
||||
<ShellContent
|
||||
Title="Home"
|
||||
ContentTemplate="{DataTemplate local:MainPage}"
|
||||
Route="MainPage" />
|
||||
</FlyoutItem>
|
||||
|
||||
</Shell>
|
||||
@@ -0,0 +1,9 @@
|
||||
namespace MauiApp1;
|
||||
|
||||
public partial class AppShell : Shell
|
||||
{
|
||||
public AppShell()
|
||||
{
|
||||
InitializeComponent();
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,21 @@
|
||||
<?xml version="1.0" encoding="utf-8" ?>
|
||||
<ContentPage xmlns="http://schemas.microsoft.com/dotnet/2021/maui"
|
||||
xmlns:x="http://schemas.microsoft.com/winfx/2009/xaml"
|
||||
x:Class="MauiApp1.MainPage">
|
||||
|
||||
<ScrollView>
|
||||
<VerticalStackLayout
|
||||
Spacing="25"
|
||||
Padding="30,0"
|
||||
VerticalOptions="Center">
|
||||
|
||||
<Image
|
||||
Source="dotnet_bot.png"
|
||||
SemanticProperties.Description="Cute dot net bot waving hi to you!"
|
||||
HeightRequest="66"
|
||||
HorizontalOptions="Center" />
|
||||
</VerticalStackLayout>
|
||||
|
||||
</ScrollView>
|
||||
|
||||
</ContentPage>
|
||||
@@ -0,0 +1,25 @@
|
||||
using Microsoft.Maui.Storage;
|
||||
using NAudio.Wave;
|
||||
using System.ComponentModel;
|
||||
using System.Net;
|
||||
using System.Reflection;
|
||||
using System.Text;
|
||||
using System.Windows.Input;
|
||||
using static System.Net.Mime.MediaTypeNames;
|
||||
using MauiApp1.Utils;
|
||||
using System;
|
||||
using Microsoft.Maui.Graphics;
|
||||
|
||||
namespace MauiApp1;
|
||||
|
||||
public partial class MainPage : ContentPage
|
||||
{
|
||||
|
||||
public MainPage()
|
||||
{
|
||||
InitializeComponent();
|
||||
}
|
||||
|
||||
|
||||
}
|
||||
|
||||
@@ -0,0 +1,91 @@
|
||||
<Project Sdk="Microsoft.NET.Sdk">
|
||||
|
||||
<PropertyGroup>
|
||||
<TargetFrameworks>net6.0-android;net6.0-ios;net6.0-maccatalyst</TargetFrameworks>
|
||||
<TargetFrameworks Condition="$([MSBuild]::IsOSPlatform('windows'))">$(TargetFrameworks);net6.0-windows10.0.19041.0</TargetFrameworks>
|
||||
<!-- Uncomment to also build the tizen app. You will need to install tizen by following this: https://github.com/Samsung/Tizen.NET -->
|
||||
<!-- <TargetFrameworks>$(TargetFrameworks);net6.0-tizen</TargetFrameworks> -->
|
||||
<OutputType>Exe</OutputType>
|
||||
<RootNamespace>MauiApp1</RootNamespace>
|
||||
<UseMaui>true</UseMaui>
|
||||
<SingleProject>true</SingleProject>
|
||||
<ImplicitUsings>enable</ImplicitUsings>
|
||||
|
||||
<!-- Display name -->
|
||||
<ApplicationTitle>ASR demo</ApplicationTitle>
|
||||
|
||||
<!-- App Identifier -->
|
||||
<ApplicationId>com.manyeyes.MauiApp1</ApplicationId>
|
||||
<ApplicationIdGuid>be632abf-f31d-4458-8964-b4e8787dee11</ApplicationIdGuid>
|
||||
|
||||
<!-- Versions -->
|
||||
<ApplicationDisplayVersion>1.0</ApplicationDisplayVersion>
|
||||
<ApplicationVersion>1</ApplicationVersion>
|
||||
|
||||
<SupportedOSPlatformVersion Condition="$([MSBuild]::GetTargetPlatformIdentifier('$(TargetFramework)')) == 'ios'">14.2</SupportedOSPlatformVersion>
|
||||
<SupportedOSPlatformVersion Condition="$([MSBuild]::GetTargetPlatformIdentifier('$(TargetFramework)')) == 'maccatalyst'">14.0</SupportedOSPlatformVersion>
|
||||
<SupportedOSPlatformVersion Condition="$([MSBuild]::GetTargetPlatformIdentifier('$(TargetFramework)')) == 'android'">21.0</SupportedOSPlatformVersion>
|
||||
<SupportedOSPlatformVersion Condition="$([MSBuild]::GetTargetPlatformIdentifier('$(TargetFramework)')) == 'windows'">10.0.17763.0</SupportedOSPlatformVersion>
|
||||
<TargetPlatformMinVersion Condition="$([MSBuild]::GetTargetPlatformIdentifier('$(TargetFramework)')) == 'windows'">10.0.17763.0</TargetPlatformMinVersion>
|
||||
<SupportedOSPlatformVersion Condition="$([MSBuild]::GetTargetPlatformIdentifier('$(TargetFramework)')) == 'tizen'">6.5</SupportedOSPlatformVersion>
|
||||
</PropertyGroup>
|
||||
|
||||
<PropertyGroup Condition="'$(Configuration)|$(TargetFramework)|$(Platform)'=='Debug|net6.0-android|AnyCPU'">
|
||||
<EmbedAssembliesIntoApk>True</EmbedAssembliesIntoApk>
|
||||
</PropertyGroup>
|
||||
|
||||
<ItemGroup>
|
||||
<!-- App Icon -->
|
||||
<MauiIcon Include="Resources\AppIcon\appicon.svg" ForegroundFile="Resources\AppIcon\appiconfg.svg" Color="#F6F8F6" />
|
||||
|
||||
<!-- Splash Screen -->
|
||||
<MauiSplashScreen Include="Resources\Splash\splash.svg" Color="#F6F8F6" BaseSize="128,128" />
|
||||
|
||||
<!-- Images -->
|
||||
<MauiImage Include="Resources\Images\*" />
|
||||
<MauiImage Update="Resources\Images\dotnet_bot.svg" BaseSize="168,208" />
|
||||
|
||||
<!-- Custom Fonts -->
|
||||
<MauiFont Include="Resources\Fonts\*" />
|
||||
|
||||
<!-- Raw Assets (also remove the "Resources\Raw" prefix) -->
|
||||
<MauiAsset Include="Resources\Raw\**" LogicalName="%(RecursiveDir)%(Filename)%(Extension)" />
|
||||
</ItemGroup>
|
||||
|
||||
<ItemGroup>
|
||||
<PackageReference Include="NAudio" Version="2.1.0" />
|
||||
</ItemGroup>
|
||||
|
||||
<ItemGroup>
|
||||
<ProjectReference Include="..\AliParaformerAsr\AliParaformerAsr.csproj" />
|
||||
</ItemGroup>
|
||||
|
||||
<ItemGroup>
|
||||
<Compile Update="RecognitionForFiles.xaml.cs">
|
||||
<DependentUpon>RecognitionForFiles.xaml</DependentUpon>
|
||||
</Compile>
|
||||
<Compile Update="MainPage.xaml.cs">
|
||||
<DependentUpon>MainPage.xaml</DependentUpon>
|
||||
</Compile>
|
||||
</ItemGroup>
|
||||
|
||||
<ItemGroup>
|
||||
<MauiXaml Update="MainPage.xaml">
|
||||
<Generator>MSBuild:Compile</Generator>
|
||||
</MauiXaml>
|
||||
<MauiXaml Update="MySplashPage.xaml">
|
||||
<Generator>MSBuild:Compile</Generator>
|
||||
</MauiXaml>
|
||||
</ItemGroup>
|
||||
|
||||
<ItemGroup>
|
||||
<None Update="speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx\model_quant.onnx">
|
||||
<CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
|
||||
</None>
|
||||
</ItemGroup>
|
||||
|
||||
<ItemGroup>
|
||||
<Folder Include="AllModels\" />
|
||||
</ItemGroup>
|
||||
|
||||
</Project>
|
||||
+22
@@ -0,0 +1,22 @@
|
||||
<?xml version="1.0" encoding="utf-8"?>
|
||||
<Project ToolsVersion="Current" xmlns="http://schemas.microsoft.com/developer/msbuild/2003">
|
||||
<PropertyGroup>
|
||||
<IsFirstTimeProjectOpen>False</IsFirstTimeProjectOpen>
|
||||
<ActiveDebugFramework>net6.0-android</ActiveDebugFramework>
|
||||
<ActiveDebugProfile>Xiaomi Redmi Note 7 Pro (Android 10.0 - API 29)</ActiveDebugProfile>
|
||||
<SelectedPlatformGroup>PhysicalDevice</SelectedPlatformGroup>
|
||||
<DefaultDevice>pixel_5_-_api_33</DefaultDevice>
|
||||
</PropertyGroup>
|
||||
<PropertyGroup Condition="'$(Configuration)|$(TargetFramework)|$(Platform)'=='Debug|net6.0-android|AnyCPU'">
|
||||
<DebuggerFlavor>ProjectDebugger</DebuggerFlavor>
|
||||
</PropertyGroup>
|
||||
<PropertyGroup Condition="'$(TargetPlatformIdentifier)'=='iOS'">
|
||||
<RuntimeIdentifier>iossimulator-x64</RuntimeIdentifier>
|
||||
<PlatformTarget>x64</PlatformTarget>
|
||||
</PropertyGroup>
|
||||
<ItemGroup>
|
||||
<None Update="Platforms\Windows\Package.appxmanifest">
|
||||
<SubType>Designer</SubType>
|
||||
</None>
|
||||
</ItemGroup>
|
||||
</Project>
|
||||
@@ -0,0 +1,18 @@
|
||||
namespace MauiApp1;
|
||||
|
||||
public static class MauiProgram
|
||||
{
|
||||
public static MauiApp CreateMauiApp()
|
||||
{
|
||||
var builder = MauiApp.CreateBuilder();
|
||||
builder
|
||||
.UseMauiApp<App>()
|
||||
.ConfigureFonts(fonts =>
|
||||
{
|
||||
fonts.AddFont("OpenSans-Regular.ttf", "OpenSansRegular");
|
||||
fonts.AddFont("OpenSans-Semibold.ttf", "OpenSansSemibold");
|
||||
});
|
||||
|
||||
return builder.Build();
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,21 @@
|
||||
<?xml version="1.0" encoding="utf-8" ?>
|
||||
<ContentPage xmlns="http://schemas.microsoft.com/dotnet/2021/maui"
|
||||
xmlns:x="http://schemas.microsoft.com/winfx/2009/xaml"
|
||||
x:Class="MauiApp1.MySplashPage">
|
||||
|
||||
<ScrollView>
|
||||
<VerticalStackLayout
|
||||
Spacing="25"
|
||||
Padding="30,0"
|
||||
VerticalOptions="Center">
|
||||
|
||||
<Image
|
||||
Source="dotnet_bot.png"
|
||||
SemanticProperties.Description="Cute dot net bot waving hi to you!"
|
||||
HeightRequest="66"
|
||||
HorizontalOptions="Center" />
|
||||
</VerticalStackLayout>
|
||||
|
||||
</ScrollView>
|
||||
|
||||
</ContentPage>
|
||||
+25
@@ -0,0 +1,25 @@
|
||||
using Microsoft.Maui.Storage;
|
||||
using NAudio.Wave;
|
||||
using System.ComponentModel;
|
||||
using System.Net;
|
||||
using System.Reflection;
|
||||
using System.Text;
|
||||
using System.Windows.Input;
|
||||
using static System.Net.Mime.MediaTypeNames;
|
||||
using MauiApp1.Utils;
|
||||
using System;
|
||||
using Microsoft.Maui.Graphics;
|
||||
|
||||
namespace MauiApp1;
|
||||
|
||||
public partial class MySplashPage : ContentPage
|
||||
{
|
||||
|
||||
public MySplashPage()
|
||||
{
|
||||
InitializeComponent();
|
||||
}
|
||||
|
||||
|
||||
}
|
||||
|
||||
+17
@@ -0,0 +1,17 @@
|
||||
<?xml version="1.0" encoding="utf-8"?>
|
||||
<manifest xmlns:android="http://schemas.android.com/apk/res/android">
|
||||
<application android:allowBackup="true" android:icon="@mipmap/appicon" android:supportsRtl="true"></application>
|
||||
<uses-permission android:name="android.permission.ACCESS_NETWORK_STATE" />
|
||||
<uses-permission android:name="android.permission.INTERNET" />
|
||||
<uses-permission android:name="android.permission.READ_EXTERNAL_STORAGE" android:maxSdkVersion="32" />
|
||||
<!-- Required only if your app needs to access images or photos that other apps created -->
|
||||
<uses-permission android:name="android.permission.READ_MEDIA_IMAGES" />
|
||||
<!-- Required only if your app needs to access videos that other apps created -->
|
||||
<uses-permission android:name="android.permission.READ_MEDIA_VIDEO" />
|
||||
<!-- Required only if your app needs to access audio files that other apps created -->
|
||||
<uses-permission android:name="android.permission.READ_MEDIA_AUDIO" />
|
||||
<uses-permission android:name="android.permission.WRITE_EXTERNAL_STORAGE" />
|
||||
<uses-permission android:name="android.permission.CAMERA" />
|
||||
<uses-permission android:name="android.permission.RecordAudio" />
|
||||
<uses-sdk />
|
||||
</manifest>
|
||||
+10
@@ -0,0 +1,10 @@
|
||||
using Android.App;
|
||||
using Android.Content.PM;
|
||||
using Android.OS;
|
||||
|
||||
namespace MauiApp1;
|
||||
|
||||
[Activity(Theme = "@style/Maui.SplashTheme", MainLauncher = true, ConfigurationChanges = ConfigChanges.ScreenSize | ConfigChanges.Orientation | ConfigChanges.UiMode | ConfigChanges.ScreenLayout | ConfigChanges.SmallestScreenSize | ConfigChanges.Density)]
|
||||
public class MainActivity : MauiAppCompatActivity
|
||||
{
|
||||
}
|
||||
+39
@@ -0,0 +1,39 @@
|
||||
using Android.App;
|
||||
using Android.Runtime;
|
||||
|
||||
namespace MauiApp1;
|
||||
|
||||
[Application]
|
||||
|
||||
//[assembly: UsesPermission(Android.Manifest.Permission.ReadExternalStorage, MaxSDKVersion = 32)]
|
||||
[assembly: UsesPermission(Android.Manifest.Permission.ReadMediaAudio)]
|
||||
[assembly: UsesPermission(Android.Manifest.Permission.ReadMediaImages)]
|
||||
[assembly: UsesPermission(Android.Manifest.Permission.ReadMediaVideo)]
|
||||
[assembly: UsesPermission(Android.Manifest.Permission.ManageExternalStorage)]
|
||||
// Needed for Picking photo/video
|
||||
[assembly: UsesPermission(Android.Manifest.Permission.ReadExternalStorage)]
|
||||
|
||||
// Needed for Taking photo/video
|
||||
[assembly: UsesPermission(Android.Manifest.Permission.WriteExternalStorage)]
|
||||
[assembly: UsesPermission(Android.Manifest.Permission.Camera)]
|
||||
[assembly: UsesPermission(Android.Manifest.Permission.RecordAudio)]
|
||||
[assembly: UsesPermission(Android.Manifest.Permission.CaptureVideoOutput)]
|
||||
|
||||
// Add these properties if you would like to filter out devices that do not have cameras, or set to false to make them optional
|
||||
[assembly: UsesFeature("android.hardware.camera", Required = true)]
|
||||
[assembly: UsesFeature("android.hardware.camera.autofocus", Required = true)]
|
||||
[assembly: UsesFeature("android.hardware.recordaudio", Required = true)]
|
||||
[assembly: UsesFeature("android.hardware.recordaudio.autofocus", Required = true)]
|
||||
[assembly: UsesFeature("android.hardware.capturevideooutput", Required = true)]
|
||||
[assembly: UsesFeature("android.hardware.capturevideooutput.autofocus", Required = true)]
|
||||
|
||||
|
||||
public class MainApplication : MauiApplication
|
||||
{
|
||||
public MainApplication(IntPtr handle, JniHandleOwnership ownership)
|
||||
: base(handle, ownership)
|
||||
{
|
||||
}
|
||||
|
||||
protected override MauiApp CreateMauiApp() => MauiProgram.CreateMauiApp();
|
||||
}
|
||||
+6
@@ -0,0 +1,6 @@
|
||||
<?xml version="1.0" encoding="utf-8"?>
|
||||
<resources>
|
||||
<color name="colorPrimary">#512BD4</color>
|
||||
<color name="colorPrimaryDark">#2B0B98</color>
|
||||
<color name="colorAccent">#2B0B98</color>
|
||||
</resources>
|
||||
+9
@@ -0,0 +1,9 @@
|
||||
using Foundation;
|
||||
|
||||
namespace MauiApp1;
|
||||
|
||||
[Register("AppDelegate")]
|
||||
public class AppDelegate : MauiUIApplicationDelegate
|
||||
{
|
||||
protected override MauiApp CreateMauiApp() => MauiProgram.CreateMauiApp();
|
||||
}
|
||||
+30
@@ -0,0 +1,30 @@
|
||||
<?xml version="1.0" encoding="UTF-8"?>
|
||||
<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
|
||||
<plist version="1.0">
|
||||
<dict>
|
||||
<key>UIDeviceFamily</key>
|
||||
<array>
|
||||
<integer>1</integer>
|
||||
<integer>2</integer>
|
||||
</array>
|
||||
<key>UIRequiredDeviceCapabilities</key>
|
||||
<array>
|
||||
<string>arm64</string>
|
||||
</array>
|
||||
<key>UISupportedInterfaceOrientations</key>
|
||||
<array>
|
||||
<string>UIInterfaceOrientationPortrait</string>
|
||||
<string>UIInterfaceOrientationLandscapeLeft</string>
|
||||
<string>UIInterfaceOrientationLandscapeRight</string>
|
||||
</array>
|
||||
<key>UISupportedInterfaceOrientations~ipad</key>
|
||||
<array>
|
||||
<string>UIInterfaceOrientationPortrait</string>
|
||||
<string>UIInterfaceOrientationPortraitUpsideDown</string>
|
||||
<string>UIInterfaceOrientationLandscapeLeft</string>
|
||||
<string>UIInterfaceOrientationLandscapeRight</string>
|
||||
</array>
|
||||
<key>XSAppIconAssets</key>
|
||||
<string>Assets.xcassets/appicon.appiconset</string>
|
||||
</dict>
|
||||
</plist>
|
||||
+15
@@ -0,0 +1,15 @@
|
||||
using ObjCRuntime;
|
||||
using UIKit;
|
||||
|
||||
namespace MauiApp1;
|
||||
|
||||
public class Program
|
||||
{
|
||||
// This is the main entry point of the application.
|
||||
static void Main(string[] args)
|
||||
{
|
||||
// if you want to use a different Application Delegate class from "AppDelegate"
|
||||
// you can specify it here.
|
||||
UIApplication.Main(args, null, typeof(AppDelegate));
|
||||
}
|
||||
}
|
||||
+16
@@ -0,0 +1,16 @@
|
||||
using System;
|
||||
using Microsoft.Maui;
|
||||
using Microsoft.Maui.Hosting;
|
||||
|
||||
namespace MauiApp1;
|
||||
|
||||
class Program : MauiApplication
|
||||
{
|
||||
protected override MauiApp CreateMauiApp() => MauiProgram.CreateMauiApp();
|
||||
|
||||
static void Main(string[] args)
|
||||
{
|
||||
var app = new Program();
|
||||
app.Run(args);
|
||||
}
|
||||
}
|
||||
+15
@@ -0,0 +1,15 @@
|
||||
<?xml version="1.0" encoding="utf-8"?>
|
||||
<manifest package="maui-application-id-placeholder" version="0.0.0" api-version="7" xmlns="http://tizen.org/ns/packages">
|
||||
<profile name="common" />
|
||||
<ui-application appid="maui-application-id-placeholder" exec="MauiApp1.dll" multiple="false" nodisplay="false" taskmanage="true" type="dotnet" launch_mode="single">
|
||||
<label>maui-application-title-placeholder</label>
|
||||
<icon>maui-appicon-placeholder</icon>
|
||||
<metadata key="http://tizen.org/metadata/prefer_dotnet_aot" value="true" />
|
||||
</ui-application>
|
||||
<shortcut-list />
|
||||
<privileges>
|
||||
<privilege>http://tizen.org/privilege/internet</privilege>
|
||||
</privileges>
|
||||
<dependencies />
|
||||
<provides-appdefined-privileges />
|
||||
</manifest>
|
||||
+8
@@ -0,0 +1,8 @@
|
||||
<maui:MauiWinUIApplication
|
||||
x:Class="MauiApp1.WinUI.App"
|
||||
xmlns="http://schemas.microsoft.com/winfx/2006/xaml/presentation"
|
||||
xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
|
||||
xmlns:maui="using:Microsoft.Maui"
|
||||
xmlns:local="using:MauiApp1.WinUI">
|
||||
|
||||
</maui:MauiWinUIApplication>
|
||||
+24
@@ -0,0 +1,24 @@
|
||||
using Microsoft.UI.Xaml;
|
||||
|
||||
// To learn more about WinUI, the WinUI project structure,
|
||||
// and more about our project templates, see: http://aka.ms/winui-project-info.
|
||||
|
||||
namespace MauiApp1.WinUI;
|
||||
|
||||
/// <summary>
|
||||
/// Provides application-specific behavior to supplement the default Application class.
|
||||
/// </summary>
|
||||
public partial class App : MauiWinUIApplication
|
||||
{
|
||||
/// <summary>
|
||||
/// Initializes the singleton application object. This is the first line of authored code
|
||||
/// executed, and as such is the logical equivalent of main() or WinMain().
|
||||
/// </summary>
|
||||
public App()
|
||||
{
|
||||
this.InitializeComponent();
|
||||
}
|
||||
|
||||
protected override MauiApp CreateMauiApp() => MauiProgram.CreateMauiApp();
|
||||
}
|
||||
|
||||
+46
@@ -0,0 +1,46 @@
|
||||
<?xml version="1.0" encoding="utf-8"?>
|
||||
<Package
|
||||
xmlns="http://schemas.microsoft.com/appx/manifest/foundation/windows10"
|
||||
xmlns:uap="http://schemas.microsoft.com/appx/manifest/uap/windows10"
|
||||
xmlns:mp="http://schemas.microsoft.com/appx/2014/phone/manifest"
|
||||
xmlns:rescap="http://schemas.microsoft.com/appx/manifest/foundation/windows10/restrictedcapabilities"
|
||||
IgnorableNamespaces="uap rescap">
|
||||
|
||||
<Identity Name="maui-package-name-placeholder" Publisher="CN=User Name" Version="0.0.0.0" />
|
||||
|
||||
<mp:PhoneIdentity PhoneProductId="B8687A78-A016-4011-9FEF-910387A888E5" PhonePublisherId="00000000-0000-0000-0000-000000000000"/>
|
||||
|
||||
<Properties>
|
||||
<DisplayName>$placeholder$</DisplayName>
|
||||
<PublisherDisplayName>User Name</PublisherDisplayName>
|
||||
<Logo>$placeholder$.png</Logo>
|
||||
</Properties>
|
||||
|
||||
<Dependencies>
|
||||
<TargetDeviceFamily Name="Windows.Universal" MinVersion="10.0.17763.0" MaxVersionTested="10.0.19041.0" />
|
||||
<TargetDeviceFamily Name="Windows.Desktop" MinVersion="10.0.17763.0" MaxVersionTested="10.0.19041.0" />
|
||||
</Dependencies>
|
||||
|
||||
<Resources>
|
||||
<Resource Language="x-generate" />
|
||||
</Resources>
|
||||
|
||||
<Applications>
|
||||
<Application Id="App" Executable="$targetnametoken$.exe" EntryPoint="$targetentrypoint$">
|
||||
<uap:VisualElements
|
||||
DisplayName="$placeholder$"
|
||||
Description="$placeholder$"
|
||||
Square150x150Logo="$placeholder$.png"
|
||||
Square44x44Logo="$placeholder$.png"
|
||||
BackgroundColor="transparent">
|
||||
<uap:DefaultTile Square71x71Logo="$placeholder$.png" Wide310x150Logo="$placeholder$.png" Square310x310Logo="$placeholder$.png" />
|
||||
<uap:SplashScreen Image="$placeholder$.png" />
|
||||
</uap:VisualElements>
|
||||
</Application>
|
||||
</Applications>
|
||||
|
||||
<Capabilities>
|
||||
<rescap:Capability Name="runFullTrust" />
|
||||
</Capabilities>
|
||||
|
||||
</Package>
|
||||
+15
@@ -0,0 +1,15 @@
|
||||
<?xml version="1.0" encoding="utf-8"?>
|
||||
<assembly manifestVersion="1.0" xmlns="urn:schemas-microsoft-com:asm.v1">
|
||||
<assemblyIdentity version="1.0.0.0" name="MauiApp1.WinUI.app"/>
|
||||
|
||||
<application xmlns="urn:schemas-microsoft-com:asm.v3">
|
||||
<windowsSettings>
|
||||
<!-- The combination of below two tags have the following effect:
|
||||
1) Per-Monitor for >= Windows 10 Anniversary Update
|
||||
2) System < Windows 10 Anniversary Update
|
||||
-->
|
||||
<dpiAware xmlns="http://schemas.microsoft.com/SMI/2005/WindowsSettings">true/PM</dpiAware>
|
||||
<dpiAwareness xmlns="http://schemas.microsoft.com/SMI/2016/WindowsSettings">PerMonitorV2, PerMonitor</dpiAwareness>
|
||||
</windowsSettings>
|
||||
</application>
|
||||
</assembly>
|
||||
+9
@@ -0,0 +1,9 @@
|
||||
using Foundation;
|
||||
|
||||
namespace MauiApp1;
|
||||
|
||||
[Register("AppDelegate")]
|
||||
public class AppDelegate : MauiUIApplicationDelegate
|
||||
{
|
||||
protected override MauiApp CreateMauiApp() => MauiProgram.CreateMauiApp();
|
||||
}
|
||||
+32
@@ -0,0 +1,32 @@
|
||||
<?xml version="1.0" encoding="UTF-8"?>
|
||||
<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
|
||||
<plist version="1.0">
|
||||
<dict>
|
||||
<key>LSRequiresIPhoneOS</key>
|
||||
<true/>
|
||||
<key>UIDeviceFamily</key>
|
||||
<array>
|
||||
<integer>1</integer>
|
||||
<integer>2</integer>
|
||||
</array>
|
||||
<key>UIRequiredDeviceCapabilities</key>
|
||||
<array>
|
||||
<string>arm64</string>
|
||||
</array>
|
||||
<key>UISupportedInterfaceOrientations</key>
|
||||
<array>
|
||||
<string>UIInterfaceOrientationPortrait</string>
|
||||
<string>UIInterfaceOrientationLandscapeLeft</string>
|
||||
<string>UIInterfaceOrientationLandscapeRight</string>
|
||||
</array>
|
||||
<key>UISupportedInterfaceOrientations~ipad</key>
|
||||
<array>
|
||||
<string>UIInterfaceOrientationPortrait</string>
|
||||
<string>UIInterfaceOrientationPortraitUpsideDown</string>
|
||||
<string>UIInterfaceOrientationLandscapeLeft</string>
|
||||
<string>UIInterfaceOrientationLandscapeRight</string>
|
||||
</array>
|
||||
<key>XSAppIconAssets</key>
|
||||
<string>Assets.xcassets/appicon.appiconset</string>
|
||||
</dict>
|
||||
</plist>
|
||||
+15
@@ -0,0 +1,15 @@
|
||||
using ObjCRuntime;
|
||||
using UIKit;
|
||||
|
||||
namespace MauiApp1;
|
||||
|
||||
public class Program
|
||||
{
|
||||
// This is the main entry point of the application.
|
||||
static void Main(string[] args)
|
||||
{
|
||||
// if you want to use a different Application Delegate class from "AppDelegate"
|
||||
// you can specify it here.
|
||||
UIApplication.Main(args, null, typeof(AppDelegate));
|
||||
}
|
||||
}
|
||||
+8
@@ -0,0 +1,8 @@
|
||||
{
|
||||
"profiles": {
|
||||
"Windows Machine": {
|
||||
"commandName": "MsixPackage",
|
||||
"nativeDebugging": false
|
||||
}
|
||||
}
|
||||
}
|
||||
+88
@@ -0,0 +1,88 @@
|
||||
<?xml version="1.0" encoding="utf-8" ?>
|
||||
<ContentPage xmlns="http://schemas.microsoft.com/dotnet/2021/maui"
|
||||
xmlns:x="http://schemas.microsoft.com/winfx/2009/xaml"
|
||||
x:Class="MauiApp1.RecognitionForFiles">
|
||||
<ScrollView>
|
||||
<VerticalStackLayout
|
||||
Spacing="25"
|
||||
Padding="15,15"
|
||||
VerticalOptions="Start">
|
||||
<StackLayout>
|
||||
<Grid ColumnSpacing="5" RowSpacing="5">
|
||||
<Grid.ColumnDefinitions>
|
||||
<ColumnDefinition Width="*" />
|
||||
<ColumnDefinition Width="80" />
|
||||
<ColumnDefinition Width="120" />
|
||||
</Grid.ColumnDefinitions>
|
||||
<Grid.RowDefinitions>
|
||||
<RowDefinition Height="40" />
|
||||
<RowDefinition Height="15" />
|
||||
<RowDefinition Height="*" />
|
||||
<RowDefinition Height="*" />
|
||||
</Grid.RowDefinitions>
|
||||
<Label Text="models not checked" Grid.Row="0" Grid.Column="0"
|
||||
x:Name="ModelStatusLabel"
|
||||
VerticalTextAlignment="Center" HorizontalTextAlignment="Start"/>
|
||||
<Button Grid.Row="0" Grid.Column="1"
|
||||
x:Name="BtnDownLoadCheck"
|
||||
Text="Check"
|
||||
SemanticProperties.Hint="Counts the number of times you click"
|
||||
Clicked="OnDownLoadCheckClicked"
|
||||
HorizontalOptions="Center" />
|
||||
<Button Grid.Row="0" Grid.Column="2"
|
||||
x:Name="BtnDownLoadModels"
|
||||
Text="Download"
|
||||
SemanticProperties.Hint="Counts the number of times you click"
|
||||
Clicked="OnDownLoadModelsClicked"
|
||||
HorizontalOptions="EndAndExpand" />
|
||||
<Label Grid.Row="2" Grid.Column="0" Grid.ColumnSpan="3"
|
||||
x:Name="DownloadProgressLabel"
|
||||
Text="" IsVisible="False"
|
||||
BackgroundColor="White"
|
||||
HorizontalOptions="FillAndExpand"
|
||||
HorizontalTextAlignment="Start"
|
||||
TextColor="Red"/>
|
||||
<ProgressBar IsVisible="False" Grid.Row="3" Grid.Column="0" Grid.ColumnSpan="3"
|
||||
x:Name="DownloadProgressBar" HorizontalOptions="FillAndExpand" />
|
||||
</Grid>
|
||||
<Label Grid.Row="1" Grid.Column="0" Grid.ColumnSpan="3"
|
||||
x:Name="DownloadResultsLabel"
|
||||
Text="" IsVisible="False"
|
||||
BackgroundColor="White"
|
||||
TextColor="Red"/>
|
||||
<Grid ColumnSpacing="5" RowSpacing="5">
|
||||
<Grid.ColumnDefinitions>
|
||||
<ColumnDefinition Width="4*" />
|
||||
<ColumnDefinition Width="8*" />
|
||||
</Grid.ColumnDefinitions>
|
||||
<Grid.RowDefinitions>
|
||||
<RowDefinition Height="40" />
|
||||
</Grid.RowDefinitions>
|
||||
<Button Grid.Row="0" Grid.Column="0"
|
||||
x:Name="BtnRecognitionExample"
|
||||
Text="Example"
|
||||
SemanticProperties.Hint="Counts the number of times you click"
|
||||
Clicked="OnBtnRecognitionExampleClicked"
|
||||
HorizontalOptions="FillAndExpand" />
|
||||
<Button Grid.Row="0" Grid.Column="1"
|
||||
x:Name="BtnRecognitionFiles"
|
||||
Text="Recognition Files"
|
||||
SemanticProperties.Hint="Counts the number of times you click"
|
||||
Clicked="OnBtnRecognitionFilesClicked"
|
||||
HorizontalOptions="FillAndExpand" />
|
||||
</Grid>
|
||||
</StackLayout>
|
||||
<Label FlowDirection="MatchParent"
|
||||
Text="Display recognition results"
|
||||
SemanticProperties.HeadingLevel="Level2"
|
||||
SemanticProperties.Description="Welcome to dot net Multi platform App U I"
|
||||
FontSize="15"
|
||||
Background="#F6F8F6"
|
||||
Padding="10,10,10,10"
|
||||
x:Name="AsrResults"
|
||||
HorizontalOptions="FillAndExpand"
|
||||
BackgroundColor="White"
|
||||
TextColor="Red" />
|
||||
</VerticalStackLayout>
|
||||
</ScrollView>
|
||||
</ContentPage>
|
||||
+496
@@ -0,0 +1,496 @@
|
||||
using Microsoft.Maui.Storage;
|
||||
using NAudio.Wave;
|
||||
using System.ComponentModel;
|
||||
using System.Net;
|
||||
using System.Reflection;
|
||||
using System.Text;
|
||||
using System.Windows.Input;
|
||||
using static System.Net.Mime.MediaTypeNames;
|
||||
using MauiApp1.Utils;
|
||||
using System;
|
||||
using Microsoft.Maui.Graphics;
|
||||
|
||||
namespace MauiApp1;
|
||||
|
||||
public partial class RecognitionForFiles : ContentPage
|
||||
{
|
||||
private AliParaformerAsr.OfflineRecognizer _offlineRecognizer = null;
|
||||
|
||||
|
||||
public RecognitionForFiles()
|
||||
{
|
||||
InitializeComponent();
|
||||
//GetDownloadState();
|
||||
}
|
||||
|
||||
private async void OnDownLoadCheckClicked(object sender, EventArgs e)
|
||||
{
|
||||
BtnDownLoadCheck.IsEnabled = false;
|
||||
TaskFactory taskFactory = new TaskFactory();
|
||||
await taskFactory.StartNew(async () =>
|
||||
{
|
||||
DownloadCheck();
|
||||
});
|
||||
BtnDownLoadCheck.IsEnabled = true;
|
||||
}
|
||||
|
||||
private async void OnDownLoadModelsClicked(object sender, EventArgs e)
|
||||
{
|
||||
BtnDownLoadModels.IsEnabled = false;
|
||||
DownloadProgressBar.Progress = 0 / 100.0;
|
||||
DownloadProgressLabel.Text = "";
|
||||
TaskFactory taskFactory = new TaskFactory();
|
||||
await taskFactory.StartNew(async () =>
|
||||
{
|
||||
DownloadModels();
|
||||
});
|
||||
BtnDownLoadModels.IsEnabled = true;
|
||||
}
|
||||
|
||||
async void DownloadModels()
|
||||
{
|
||||
string paraformerFilejson = "[{},{}]";
|
||||
|
||||
string[] downloadUrls = {
|
||||
"http://huggingface.co/manyeyes/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx/resolve/main/model_quant.onnx",
|
||||
"http://huggingface.co/manyeyes/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx/resolve/main/am.mvn",
|
||||
"http://huggingface.co/manyeyes/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx/resolve/main/asr.yaml",
|
||||
"http://huggingface.co/manyeyes/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx/resolve/main/tokens.txt",
|
||||
"http://huggingface.co/manyeyes/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx/resolve/main/example/0.wav" };
|
||||
string[] fileNames = { "model.int8.onnx", "am.mvn", "asr.yaml", "tokens.txt", "0.wav" };
|
||||
var rootFolderName = "AllModels";
|
||||
var subFolderName = "speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx";
|
||||
List<int> indexs = new List<int>();
|
||||
DownloadHelper downloadHelper = new DownloadHelper(this.DownloadDisplay);
|
||||
DownloadProgressLabel.Dispatcher.Dispatch(
|
||||
new Action(
|
||||
delegate
|
||||
{
|
||||
DownloadProgressLabel.IsVisible = true;
|
||||
DownloadProgressLabel.Text = "";
|
||||
}));
|
||||
|
||||
DownloadProgressBar.Dispatcher.Dispatch(
|
||||
new Action(
|
||||
delegate
|
||||
{
|
||||
DownloadProgressBar.IsVisible = true;
|
||||
DownloadProgressBar.Progress = 0 / 100.0;
|
||||
}));
|
||||
while (indexs.Count < downloadUrls.Length)
|
||||
{
|
||||
if (downloadHelper.IsDownloading)
|
||||
{
|
||||
continue;
|
||||
}
|
||||
for (int i = 0; i < downloadUrls.Length; i++)
|
||||
{
|
||||
if (indexs.Contains(i))
|
||||
{
|
||||
continue;
|
||||
}
|
||||
if (downloadHelper.IsDownloading)
|
||||
{
|
||||
break;
|
||||
}
|
||||
var downloadUrl = downloadUrls[i];
|
||||
var fileName = fileNames[i];
|
||||
downloadHelper.DownloadCreate(downloadUrl, fileName, rootFolderName, subFolderName);
|
||||
downloadHelper.DownloadStart();
|
||||
indexs.Add(i);
|
||||
}
|
||||
}
|
||||
DownloadProgressLabel.Dispatcher.Dispatch(
|
||||
new Action(
|
||||
delegate
|
||||
{
|
||||
DownloadProgressLabel.IsVisible = false;
|
||||
DownloadProgressLabel.Text = "";
|
||||
}));
|
||||
|
||||
DownloadProgressBar.Dispatcher.Dispatch(
|
||||
new Action(
|
||||
delegate
|
||||
{
|
||||
DownloadProgressBar.IsVisible = false;
|
||||
DownloadProgressBar.Progress = 0 / 100.0;
|
||||
}));
|
||||
}
|
||||
|
||||
async void GetDownloadState()
|
||||
{
|
||||
string[] fileNames = { "model.int8.onnx", "am.mvn", "asr.yaml", "tokens.txt", "0.wav" };
|
||||
string[] md5Strs = { "a171eff9959f2486d5c1bafce61d0b7a", "dc1dbdeeb8961f012161cfce31eaacaf", "71d32ccf12dbb85a5d8b249558f258fb", "5c8702dc2686b846fe268d9aa712be9b", "af1295e53df7298458f808bc0cd946e2" };
|
||||
var rootFolderName = "AllModels";
|
||||
var subFolderName = "speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx";
|
||||
DownloadHelper downloadHelper = new DownloadHelper();
|
||||
bool state = downloadHelper.GetDownloadState(fileNames, rootFolderName, subFolderName, md5Strs);
|
||||
ModelStatusLabel.Dispatcher.Dispatch(
|
||||
new Action(
|
||||
delegate
|
||||
{
|
||||
if (state)
|
||||
{
|
||||
ModelStatusLabel.Text = "model is ready";
|
||||
}
|
||||
else
|
||||
{
|
||||
ModelStatusLabel.Text = "model not ready";
|
||||
}
|
||||
|
||||
}));
|
||||
}
|
||||
|
||||
async void DownloadCheck()
|
||||
{
|
||||
string[] fileNames = { "model.int8.onnx", "am.mvn", "asr.yaml", "tokens.txt", "0.wav" };
|
||||
string[] md5Strs = { "a171eff9959f2486d5c1bafce61d0b7a", "dc1dbdeeb8961f012161cfce31eaacaf", "71d32ccf12dbb85a5d8b249558f258fb", "5c8702dc2686b846fe268d9aa712be9b", "af1295e53df7298458f808bc0cd946e2" };
|
||||
var rootFolderName = "AllModels";
|
||||
var subFolderName = "speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx";
|
||||
DownloadHelper downloadHelper = new DownloadHelper(this.DownloadDisplay);
|
||||
bool state = downloadHelper.GetDownloadState(fileNames, rootFolderName, subFolderName, md5Strs);
|
||||
ModelStatusLabel.Dispatcher.Dispatch(
|
||||
new Action(
|
||||
delegate
|
||||
{
|
||||
if (state)
|
||||
{
|
||||
ModelStatusLabel.Text = "model is ready";
|
||||
}
|
||||
else
|
||||
{
|
||||
ModelStatusLabel.Text = "model not ready";
|
||||
}
|
||||
|
||||
}));
|
||||
if (!state)
|
||||
{
|
||||
DownloadResultsLabel.Dispatcher.Dispatch(
|
||||
new Action(
|
||||
delegate
|
||||
{
|
||||
DownloadResultsLabel.IsVisible = true;
|
||||
DownloadResultsLabel.Text = "";
|
||||
}));
|
||||
for (int i = 0; i < fileNames.Length; i++)
|
||||
{
|
||||
downloadHelper.DownloadCheck(fileNames[i], rootFolderName, subFolderName, md5Strs[i]);
|
||||
}
|
||||
}
|
||||
|
||||
}
|
||||
|
||||
|
||||
private void DownloadDisplay(int progress, DownloadState downloadState, string filename, string msg = "")
|
||||
{
|
||||
|
||||
switch (downloadState)
|
||||
{
|
||||
case DownloadState.inprogres:
|
||||
DownloadProgressBar.Dispatcher.Dispatch(
|
||||
new Action(
|
||||
delegate
|
||||
{
|
||||
DownloadProgressBar.Progress = progress / 100.0;
|
||||
}));
|
||||
DownloadProgressLabel.Dispatcher.Dispatch(
|
||||
new Action(
|
||||
delegate
|
||||
{
|
||||
DownloadProgressLabel.Text = $"文件：{filename}，正在下载，进度：{progress}%\n";
|
||||
}));
|
||||
|
||||
break;
|
||||
case DownloadState.cancelled:
|
||||
DownloadProgressBar.Dispatcher.Dispatch(
|
||||
new Action(
|
||||
delegate
|
||||
{
|
||||
DownloadProgressBar.Progress = progress / 100.0;
|
||||
}));
|
||||
DownloadProgressLabel.Dispatcher.Dispatch(
|
||||
new Action(
|
||||
delegate
|
||||
{
|
||||
DownloadProgressLabel.Text = $"文件：{filename}，下载已取消\n";
|
||||
}));
|
||||
break;
|
||||
case DownloadState.error:
|
||||
DownloadProgressBar.Dispatcher.Dispatch(
|
||||
new Action(
|
||||
delegate
|
||||
{
|
||||
DownloadProgressBar.Progress = progress / 100.0;
|
||||
}));
|
||||
DownloadProgressLabel.Dispatcher.Dispatch(
|
||||
new Action(
|
||||
delegate
|
||||
{
|
||||
DownloadProgressLabel.Text = $"文件：{filename}，下载失败：{msg}\n";
|
||||
}));
|
||||
DownloadResultsLabel.Dispatcher.Dispatch(
|
||||
new Action(
|
||||
delegate
|
||||
{
|
||||
DownloadResultsLabel.Text += $"文件：{filename}，下载失败：{msg}\n";
|
||||
}));
|
||||
break;
|
||||
case DownloadState.completed:
|
||||
DownloadProgressBar.Dispatcher.Dispatch(
|
||||
new Action(
|
||||
delegate
|
||||
{
|
||||
DownloadProgressBar.Progress = progress / 100.0;
|
||||
}));
|
||||
DownloadProgressLabel.Dispatcher.Dispatch(
|
||||
new Action(
|
||||
delegate
|
||||
{
|
||||
DownloadProgressLabel.Text = $"文件：{filename}，下载完成\n";
|
||||
}));
|
||||
DownloadResultsLabel.Dispatcher.Dispatch(
|
||||
new Action(
|
||||
delegate
|
||||
{
|
||||
DownloadResultsLabel.Text += $"文件：{filename}，下载完成\n";
|
||||
}));
|
||||
break;
|
||||
case DownloadState.existed:
|
||||
DownloadProgressBar.Dispatcher.Dispatch(
|
||||
new Action(
|
||||
delegate
|
||||
{
|
||||
DownloadProgressBar.Progress = progress / 100.0;
|
||||
}));
|
||||
DownloadResultsLabel.Dispatcher.Dispatch(
|
||||
new Action(
|
||||
delegate
|
||||
{
|
||||
DownloadResultsLabel.Text += $"文件：{filename}，已存在\n";
|
||||
}));
|
||||
break;
|
||||
case DownloadState.noexisted:
|
||||
DownloadResultsLabel.Dispatcher.Dispatch(
|
||||
new Action(
|
||||
delegate
|
||||
{
|
||||
DownloadResultsLabel.Text += $"文件：{filename}，不存在\n";
|
||||
}));
|
||||
break;
|
||||
}
|
||||
}
|
||||
|
||||
private async void OnBtnRecognitionExampleClicked(object sender, EventArgs e)
|
||||
{
|
||||
BtnRecognitionExample.IsEnabled = false;
|
||||
TaskFactory taskFactory = new TaskFactory();
|
||||
await taskFactory.StartNew(async () =>
|
||||
{
|
||||
TestAliParaformerAsrOfflineRecognizer();
|
||||
});
|
||||
BtnRecognitionExample.IsEnabled = true;
|
||||
}
|
||||
|
||||
private async void OnBtnRecognitionFilesClicked(object sender, EventArgs e)
|
||||
{
|
||||
var customFileType = new FilePickerFileType(
|
||||
new Dictionary<DevicePlatform, IEnumerable<string>>
|
||||
{
|
||||
{ DevicePlatform.iOS, new[] { "public.my.comic.extension" } }, // UTType values
|
||||
{ DevicePlatform.Android, new[] { "audio/x-wav" } }, // MIME type
|
||||
{ DevicePlatform.WinUI, new[] { ".cbr", ".cbz" } }, // file extension
|
||||
{ DevicePlatform.Tizen, new[] { "*/*" } },
|
||||
{ DevicePlatform.macOS, new[] { "cbr", "cbz" } }, // UTType values
|
||||
});
|
||||
|
||||
PickOptions options = new()
|
||||
{
|
||||
PickerTitle = "Please select a comic file",
|
||||
FileTypes = customFileType,
|
||||
};
|
||||
|
||||
|
||||
TaskFactory taskFactory = new TaskFactory();
|
||||
await taskFactory.StartNew(async () =>
|
||||
{
|
||||
var fileResult = await PickAndShow(options);
|
||||
string fullpath = fileResult.FullPath;
|
||||
List<string> fullpaths = new List<string>();
|
||||
fullpaths.Add(fullpath);
|
||||
RecognizerFilesByAliParaformerAsrOffline(fullpaths);
|
||||
|
||||
});
|
||||
|
||||
|
||||
}
|
||||
|
||||
public async Task<FileResult> PickAndShow(PickOptions options)
|
||||
{
|
||||
try
|
||||
{
|
||||
var result = await FilePicker.Default.PickAsync(options);
|
||||
return result;
|
||||
}
|
||||
catch (Exception ex)
|
||||
{
|
||||
// The user canceled or something went wrong
|
||||
}
|
||||
|
||||
return null;
|
||||
}
|
||||
|
||||
public void CreateDownloadFile(string fileName)
|
||||
{
|
||||
|
||||
var downloadFolder = FileSystem.AppDataDirectory + "/Download/";
|
||||
Directory.CreateDirectory(downloadFolder);
|
||||
var filePath = downloadFolder + fileName;
|
||||
File.Create(filePath);
|
||||
}
|
||||
|
||||
public AliParaformerAsr.OfflineRecognizer initAliParaformerAsrOfflineRecognizer(string modelName)
|
||||
{
|
||||
if (_offlineRecognizer == null)
|
||||
{
|
||||
try
|
||||
{
|
||||
string allModels = "AllModels";
|
||||
string modelFilePath = SysConf.ApplicationBase + "/" + allModels + "/" + modelName + "/model.int8.onnx";
|
||||
string configFilePath = SysConf.ApplicationBase + "/" + allModels + "/" + modelName + "/asr.yaml";
|
||||
string mvnFilePath = SysConf.ApplicationBase + "/" + allModels + "/" + modelName + "/am.mvn";
|
||||
string tokensFilePath = SysConf.ApplicationBase + "/" + allModels + "/" + modelName + "/tokens.txt";
|
||||
_offlineRecognizer = new AliParaformerAsr.OfflineRecognizer(modelFilePath, configFilePath, mvnFilePath, tokensFilePath);
|
||||
}
|
||||
catch
|
||||
{
|
||||
DisplayAlert("Tips", "Please check if the model is correct", "close");
|
||||
}
|
||||
}
|
||||
return _offlineRecognizer;
|
||||
}
|
||||
|
||||
public void RecognizerFilesByAliParaformerAsrOffline(List<string> fullpaths)
|
||||
{
|
||||
string modelName = "speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx";
|
||||
AliParaformerAsr.OfflineRecognizer offlineRecognizer = initAliParaformerAsrOfflineRecognizer(modelName);
|
||||
if (offlineRecognizer == null) { return; }
|
||||
AsrResults.Dispatcher.Dispatch(
|
||||
new Action(
|
||||
delegate
|
||||
{
|
||||
AsrResults.Text = "正在识别，请稍后……";
|
||||
}
|
||||
));
|
||||
List<float[]>? samples = new List<float[]>();
|
||||
TimeSpan total_duration = new TimeSpan(0L);
|
||||
foreach (string fullpath in fullpaths)
|
||||
{
|
||||
string wavFilePath = string.Format(fullpath);
|
||||
if (!File.Exists(wavFilePath))
|
||||
{
|
||||
continue;
|
||||
}
|
||||
AudioFileReader _audioFileReader = new AudioFileReader(wavFilePath);
|
||||
byte[] datas = new byte[_audioFileReader.Length];
|
||||
_audioFileReader.Read(datas, 0, datas.Length);
|
||||
TimeSpan duration = _audioFileReader.TotalTime;
|
||||
float[] wavdata = new float[datas.Length / 4];
|
||||
Buffer.BlockCopy(datas, 0, wavdata, 0, datas.Length);
|
||||
float[] sample = wavdata.Select((float x) => x * 32768f).ToArray();
|
||||
samples.Add(sample);
|
||||
total_duration += duration;
|
||||
}
|
||||
AsrResults.Dispatcher.Dispatch(
|
||||
new Action(
|
||||
delegate
|
||||
{
|
||||
TimeSpan start_time = new TimeSpan(DateTime.Now.Ticks);
|
||||
foreach (var sample in samples)
|
||||
{
|
||||
List<float[]> temp_samples = new List<float[]>();
|
||||
temp_samples.Add(sample);
|
||||
List<string> results = offlineRecognizer.GetResults(temp_samples);
|
||||
foreach (string result in results)
|
||||
{
|
||||
Console.WriteLine(result);
|
||||
Console.WriteLine("");
|
||||
AsrResults.Text = string.Format("result:{0}\n", result);
|
||||
}
|
||||
}
|
||||
TimeSpan end_time = new TimeSpan(DateTime.Now.Ticks);
|
||||
double elapsed_milliseconds = end_time.TotalMilliseconds - start_time.TotalMilliseconds;
|
||||
double rtf = elapsed_milliseconds / total_duration.TotalMilliseconds;
|
||||
AsrResults.Text += string.Format("elapsed_milliseconds:{0}\n", elapsed_milliseconds.ToString());
|
||||
AsrResults.Text += string.Format("total_duration:{0}\n", total_duration.TotalMilliseconds.ToString());
|
||||
AsrResults.Text += string.Format("rtf:{1}\n", "0".ToString(), rtf.ToString());
|
||||
AsrResults.Text += string.Format("End!");
|
||||
}));
|
||||
|
||||
}
|
||||
|
||||
public void TestAliParaformerAsrOfflineRecognizer(List<float[]>? samples = null)
|
||||
{
|
||||
string modelName = "speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx";
|
||||
AliParaformerAsr.OfflineRecognizer offlineRecognizer = initAliParaformerAsrOfflineRecognizer(modelName);
|
||||
if (offlineRecognizer == null) { return; }
|
||||
AsrResults.Dispatcher.Dispatch(
|
||||
new Action(
|
||||
delegate
|
||||
{
|
||||
AsrResults.Text = "正在识别，请稍后……";
|
||||
}
|
||||
));
|
||||
TimeSpan total_duration = new TimeSpan(0L);
|
||||
if (samples == null)
|
||||
{
|
||||
samples = new List<float[]>();
|
||||
for (int i = 0; i < 1; i++)
|
||||
{
|
||||
string wavFilePath = string.Format(SysConf.ApplicationBase + "/AllModels/" + modelName + "/{0}.wav", i.ToString());
|
||||
if (!File.Exists(wavFilePath))
|
||||
{
|
||||
break;
|
||||
}
|
||||
AudioFileReader _audioFileReader = new AudioFileReader(wavFilePath);
|
||||
byte[] datas = new byte[_audioFileReader.Length];
|
||||
_audioFileReader.Read(datas, 0, datas.Length);
|
||||
TimeSpan duration = _audioFileReader.TotalTime;
|
||||
float[] wavdata = new float[datas.Length / 4];
|
||||
Buffer.BlockCopy(datas, 0, wavdata, 0, datas.Length);
|
||||
float[] sample = wavdata.Select((float x) => x * 32768f).ToArray();
|
||||
samples.Add(sample);
|
||||
total_duration += duration;
|
||||
}
|
||||
}
|
||||
AsrResults.Dispatcher.Dispatch(
|
||||
new Action(
|
||||
delegate
|
||||
{
|
||||
TimeSpan start_time = new TimeSpan(DateTime.Now.Ticks);
|
||||
foreach (var sample in samples)
|
||||
{
|
||||
List<float[]> temp_samples = new List<float[]>();
|
||||
temp_samples.Add(sample);
|
||||
List<string> results = offlineRecognizer.GetResults(temp_samples);
|
||||
foreach (string result in results)
|
||||
{
|
||||
AsrResults.Text = string.Format("result:{0}\n", result);
|
||||
}
|
||||
}
|
||||
TimeSpan end_time = new TimeSpan(DateTime.Now.Ticks);
|
||||
double elapsed_milliseconds = end_time.TotalMilliseconds - start_time.TotalMilliseconds;
|
||||
double rtf = elapsed_milliseconds / total_duration.TotalMilliseconds;
|
||||
Console.WriteLine("elapsed_milliseconds:{0}", elapsed_milliseconds.ToString());
|
||||
Console.WriteLine("total_duration:{0}", total_duration.TotalMilliseconds.ToString());
|
||||
Console.WriteLine("rtf:{1}", "0".ToString(), rtf.ToString());
|
||||
Console.WriteLine("Hello, World!");
|
||||
AsrResults.Text += string.Format("elapsed_milliseconds:{0}\n", elapsed_milliseconds.ToString());
|
||||
AsrResults.Text += string.Format("total_duration:{0}\n", total_duration.TotalMilliseconds.ToString());
|
||||
AsrResults.Text += string.Format("rtf:{1}\n", "0".ToString(), rtf.ToString());
|
||||
AsrResults.Text += string.Format("End!");
|
||||
}
|
||||
));
|
||||
|
||||
}
|
||||
}
|
||||
|
||||
+4
@@ -0,0 +1,4 @@
|
||||
<?xml version="1.0" encoding="UTF-8" standalone="no"?>
|
||||
<svg width="456" height="456" viewBox="0 0 456 456" version="1.1" xmlns="http://www.w3.org/2000/svg">
|
||||
<rect x="0" y="0" width="456" height="456" fill="#F6F8F6" />
|
||||
</svg>
|
||||
|
After Width: | Height: | Size: 228 B |
+492
@@ -0,0 +1,492 @@
|
||||
<?xml version="1.0" encoding="UTF-8" standalone="no"?>
|
||||
<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
|
||||
<svg version="1.1" id="Layer_1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px" width="512px" height="512px" viewBox="0 0 512 512" enable-background="new 0 0 512 512" xml:space="preserve"> <image id="image0" width="512" height="512" x="0" y="0"
|
||||
href="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAgAAAAIACAYAAAD0eNT6AAAABGdBTUEAALGPC/xhBQAAACBjSFJN
|
||||
AAB6JgAAgIQAAPoAAACA6AAAdTAAAOpgAAA6mAAAF3CculE8AAAABmJLR0QA/wD/AP+gvaeTAAAA
|
||||
CXBIWXMAAAsTAAALEwEAmpwYAABrVElEQVR42u3deZxbdfU//td5J5l9JtMVSlsobactlLKKyiKb
|
||||
RVFZBH+4ooJipaUsRXH7qLUqKh8tZS9U8IMK+vlYv6wiqCCLLCq7QLcpbSmlhS50ktlnknt+f7RT
|
||||
pmkyuXeSzD3vd8778fAh3LzneXPe97zPuWQyCc2ceUIFAAbQ+9BDjyLomDnzBACIAaB+h9VTTz31
|
||||
1FNPPcGecSkY9dRTTz311FPPn2dcCkY99dRTTz311PM3yPdMC4JRTz311FNPPfX8jcA3AJKDUU89
|
||||
9dRTTz31/I1ANwDSg1FPPfXUU0899fx5vm8AbAhGPfXUU0899dTz5/m6AbAlGPXUU0899dRTz5+X
|
||||
9wbApmDUU0899dRTTz1/HgWZLD0Y9dRTTz311FPPn0dBJksPRj311FNPPfXU8+dRkMnSg1FPPfXU
|
||||
U0899fx5FGSy9GDUU0899dRTTz1/HgWZLD0Y9dRTTz311FPPn0dBJksPRj311FNPPfXU8+eRS8Go
|
||||
p5566qmnnnr+PHIpGPXUU0899dRTz59nXApGPfXUU0899dTz5xmXglFPPfXUU0899fx5xqVg1FNP
|
||||
PfXUU089f54JMll6MOqpp5566qmnnj/PuBSMeuqpp5566qnnzzMuBaOeeuqpp5566vkb5HumBcGo
|
||||
p5566qmnnnr+RuAbAMnBqKeeeuqpp556/kagGwDpwainnnrqqaeeev483zcANgSjnnrqqaeeeur5
|
||||
83zdANgSjHrqqaeeeuqp58/LewNgUzDqqaeeeuqpp54/j4JMlh6Meuqpp5566qnnz6Mgk6UHo556
|
||||
6qmnnnrq+fMoyGTpwainnnrqqaeeev48CjJZejDqqaeeeuqpp54/j4JMlh6Meuqpp5566qnnz6Mg
|
||||
k6UHo5566qmnnnrq+fPIpWDUU0899dRTTz1/HrkUjHrqqaeeeuqp588zLgWjnnrqqaeeeur584xL
|
||||
wainnnrqqaeeev4841Iw6qmnnnrqqaeeP49mzjyhwpVgXPD22++nI2PVY6dSpH4cUWQCARNAGAXG
|
||||
CBBGgHkEQBEGKohQm+kxM8DpnU+pbxBAEVD+r36AdI+ZewjUzkALiDcweyvZ625Opzqeam/5w/Ob
|
||||
Nz+YKub16DuteuoBwPz5HN3SkjwCBscCPI0ZU+GlxwFoJOI6gGIu7Tc/HjPaiaI9REiDaBsY20DY
|
||||
BsYWBtYBvA6G1kZ6sfK66xq2FPN6ZA71gnk0c+YJMVeCsc2bO3frXml0HwsTPQpkDgbTDCKzt+TN
|
||||
LtnzgCTBe9hw7Dcjh8X/vGAB9QTxpOeLeuF48+dzxdZk68eY+fMEmglCPWDf/pDh8SaAXmZ4L1Ia
|
||||
T7f3vvbMhuav9b8psD5fbPJo5swT4Eow0r0vXb6lvjpVOZPBpzDjROJ0k6zN6Y7HjG0EXtxr6Jol
|
||||
VzVszedJzBf1wvUuuig5Kh3hSwC6gAgj+j9m+/6Q5HnMqwjpx+Cl/tIZ6/nrbYv2bw3qScgXG73g
|
||||
V05wMBK9iy5KjkpH+SzycDYMjgMoZtPmtN1jRjvA11ZHOq5YuHBMezZPUr6oF743Z87bdaio+i5A
|
||||
c8vx12xhegB6QHicmJb2GtypN++l9QJfPcnBSPHmzuVKL5I4i4w5l5lPIqLorh+0eHPa7DGwHh4u
|
||||
vvGahnv6H5eQL+rJ8eZekvw4E18LovHZPCn5XA4eM6dA9DCBbqPeuruuv566M72w88V2L9AVlB5M
|
||||
2N7FFyea0hGazYwvZL5kCLi1Oa31mBe3xRsu+/UC6go7X9ST431xPlfVJpPXEGhWLk9kPpeLx7yV
|
||||
gd+AePGNixpXA27lX1ie76toQzBheXMuSx7LzF8jxulEZLJ5ojZTmXvM/AJH0qc2v3TWFjiQf+oV
|
||||
5s2d2z7Oi6b+RESH5PIk53M5eczsAbjHo/QvVr981jNwIP/C9HytvC3BDLU3e17riQTvRwQ6ZiBP
|
||||
6mYqby+1rqt782nrV89e1XcYluWfeoV7cy9LTmMPD4KwXy7PjnwuP89D+ol0uuMHa1d88R+wNP/C
|
||||
9vKuvk3BDJV3wbzE+yOMn4DoxHyeLZupHD1m3pxKbzlp7crZq2BR/qlXHG/uZclpHvPjBBqVy7Mp
|
||||
n8vVY/b+DkS+s/ja4f8K6rmUz4PxKMhk6cGU2ps1r31sDOmfAnyOn5snGzdTuXkM3uBR9Oibr258
|
||||
I6hnez6Xs7dzLz8BYEIuz8Z8Ll8PzIw/IpK+/MaFw1/347mUz4P1KMhk6cGUyps48ZFYrK71G2B8
|
||||
B0CNH8/uzVReHoieN731R2d7l3GuYXM+l7v3xflcVZtI/lN/5++et+PPfvHjVEf9wiVLqDeX51I+
|
||||
F+KZIJOlB1MKb8qBfzo0Wtv6TzB+DG3+TnoEHO5Fkwv9ejbns3pAbTJ5jTZ/Nz0i1BLhp9Ga5HNz
|
||||
57W8N5sXdv5J8ijIZOnBFNM74ojfUVt33Y9BfBl2fkKFn+HSZio3z2M+ffHV8fsG8mzNZ/V2jAvn
|
||||
Jc8EcGcuz6V8Vo/TzPjFqHjD9/s+Fjzs/JPmUZDJ0oMpljf1oDsnMUXvIODwIJ6s5FcvqMfA+mrT
|
||||
fqB+YqCb3qxZb9bEautfRY7f+4edf+qVxmPml4nM51a+fNrLcCifi+GZIJOlB1MMb8pBd50Dij6n
|
||||
zb/8PAL27UzXfDvbY7bms3rvjmhN3fehzb/sPCKa4Xne0xMP/N15cCifi+GRS8EU4o0efUFF46hT
|
||||
riBjLg7qSU5+9YJ5zGhPGUzo/xnkNuazeruPCy9MjEAFrQNQl/mYpPxTr7Seh9QtXYl7523YcEc3
|
||||
LM7nYnnGpWAG6+2//1Wj46M+8jdt/uoRoTbGvCsPbMxn9fYcHMM8aPMve88gen51w5l/nThj6TCb
|
||||
87lYHs2ceYIzwQzGm3zALdNMZNQ9RDQhqGdb8qvnG9o6Mt4w9sknT+yBZfms3p5j/nyu2JJo3ahf
|
||||
6ateP28NET52/VUNK/x6UvK5mJ5xKZig3qSptx9HkVGPafNXb7dBNHJzS8tHYFk+q5d9bG5pPVWb
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<path d="M206.4 233.214C212.511 233.095 217.302 224.667 217.102 214.39C216.901 204.112 211.785 195.878 205.674 195.997C199.563 196.116 194.772 204.544 194.973 214.821C195.173 225.099 200.289 233.333 206.4 233.214Z" fill="#512BD4"/>
|
||||
<path d="M306.249 214.267C306.356 203.989 301.488 195.605 295.377 195.541C289.266 195.478 284.225 203.758 284.118 214.037C284.011 224.315 288.878 232.699 294.99 232.763C301.101 232.826 306.142 224.545 306.249 214.267Z" fill="#512BD4"/>
|
||||
<path d="M205.905 205.291C208.152 203.022 211.192 202.016 214.157 202.262C215.912 205.495 217.014 209.733 217.111 214.389C217.164 217.3 216.811 220.04 216.158 222.513C212.669 223.519 208.752 222.662 205.979 219.922C201.912 215.909 201.88 209.348 205.905 205.291Z" fill="#8065E0"/>
|
||||
<path d="M294.996 204.285C297.255 202.016 300.294 200.999 303.259 201.256C305.164 204.628 306.309 209.209 306.256 214.239C306.224 216.808 305.892 219.259 305.303 221.485C301.793 222.523 297.843 221.678 295.061 218.916C291.004 214.892 290.972 208.342 294.996 204.285Z" fill="#8065E0"/>
|
||||
<path d="M11.6342 357.017C10.9171 354.716 -5.72611 300.141 21.3204 258.903C36.9468 235.078 63.3083 221.035 99.6664 217.15L102.449 243.276C74.3431 246.273 54.4676 256.345 43.3579 273.202C23.0971 303.941 36.5722 348.733 36.7113 349.183L11.6342 357.017Z" fill="url(#paint9_linear)"/>
|
||||
<path d="M95.1498 252.802C109.502 252.802 121.137 241.167 121.137 226.815C121.137 212.463 109.502 200.828 95.1498 200.828C80.7976 200.828 69.1628 212.463 69.1628 226.815C69.1628 241.167 80.7976 252.802 95.1498 252.802Z" fill="url(#paint10_radial)"/>
|
||||
<path d="M72.0098 334.434L33.4683 329.307C26.597 328.397 20.2929 333.214 19.3725 340.085C18.4627 346.956 23.279 353.26 30.1504 354.181L68.6919 359.308C75.5632 360.217 81.8673 355.401 82.7878 348.53C83.6975 341.658 78.8705 335.344 72.0098 334.434Z" fill="#8A6FE8"/>
|
||||
<path d="M3.73535 367.185L7.35297 393.076C8.36975 399.968 14.7702 404.731 21.6629 403.725C28.5556 402.708 33.3185 396.308 32.3124 389.415L28.5984 362.861L3.73535 367.185Z" fill="#8A6FE8"/>
|
||||
<path d="M15.5194 374.988L34.849 405.427C38.6058 411.292 46.4082 413.005 52.2735 409.248C58.1387 405.491 59.8512 397.689 56.0945 391.823L41.7953 369.144L15.5194 374.988Z" fill="#8A6FE8"/>
|
||||
<path d="M26.0511 363.739L51.8026 389.019C56.7688 393.911 64.7532 393.846 69.6445 388.88C74.5358 383.914 74.4715 375.929 69.516 371.038L43.2937 345.297L26.0511 363.739Z" fill="#8A6FE8"/>
|
||||
<path d="M26.4043 381.912C40.987 381.912 52.8086 370.091 52.8086 355.508C52.8086 340.925 40.987 329.104 26.4043 329.104C11.8216 329.104 0 340.925 0 355.508C0 370.091 11.8216 381.912 26.4043 381.912Z" fill="url(#paint11_radial)"/>
|
||||
<path d="M184.73 63.6308L157.819 66.5892L158.561 38.5412L177.888 36.4178L184.73 63.6308Z" fill="#8A6FE8"/>
|
||||
<path d="M170.018 41.647C180.455 39.521 187.193 29.3363 185.067 18.8988C182.941 8.46126 172.757 1.72345 162.319 3.84944C151.882 5.97543 145.144 16.1601 147.27 26.5976C149.396 37.0351 159.58 43.773 170.018 41.647Z" fill="#D8CFF7"/>
|
||||
<path d="M196.885 79.385C198.102 79.2464 198.948 78.091 198.684 76.8997C195.851 64.2818 183.923 55.5375 170.773 56.9926C157.622 58.4371 147.886 69.5735 147.865 82.4995C147.863 83.7232 148.949 84.6597 150.168 84.5316L196.885 79.385Z" fill="url(#paint12_radial)"/>
|
||||
<defs>
|
||||
<radialGradient id="paint0_radial" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(382.004 103.457) scale(26.4058)">
|
||||
<stop stop-color="#8065E0"/>
|
||||
<stop offset="1" stop-color="#512BD4"/>
|
||||
</radialGradient>
|
||||
<linearGradient id="paint1_linear" x1="214.439" y1="303.482" x2="236.702" y2="409.505" gradientUnits="userSpaceOnUse">
|
||||
<stop stop-color="#522CD5"/>
|
||||
<stop offset="0.4397" stop-color="#8A6FE8"/>
|
||||
</linearGradient>
|
||||
<linearGradient id="paint2_linear" x1="231.673" y1="404.144" x2="297.805" y2="522.048" gradientUnits="userSpaceOnUse">
|
||||
<stop stop-color="#522CD5"/>
|
||||
<stop offset="0.4397" stop-color="#8A6FE8"/>
|
||||
</linearGradient>
|
||||
<radialGradient id="paint3_radial" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(280.957 469.555) rotate(-0.260742) scale(45.8326)">
|
||||
<stop offset="0.034" stop-color="#522CD5"/>
|
||||
<stop offset="0.9955" stop-color="#8A6FE8"/>
|
||||
</radialGradient>
|
||||
<linearGradient id="paint4_linear" x1="166.061" y1="303.491" x2="144.763" y2="409.709" gradientUnits="userSpaceOnUse">
|
||||
<stop stop-color="#522CD5"/>
|
||||
<stop offset="0.4397" stop-color="#8A6FE8"/>
|
||||
</linearGradient>
|
||||
<linearGradient id="paint5_linear" x1="146.739" y1="407.302" x2="147.246" y2="518.627" gradientUnits="userSpaceOnUse">
|
||||
<stop stop-color="#522CD5"/>
|
||||
<stop offset="0.4397" stop-color="#8A6FE8"/>
|
||||
</linearGradient>
|
||||
<radialGradient id="paint6_radial" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(148.63 470.023) rotate(179.739) scale(50.2476)">
|
||||
<stop offset="0.034" stop-color="#522CD5"/>
|
||||
<stop offset="0.9955" stop-color="#8A6FE8"/>
|
||||
</radialGradient>
|
||||
<radialGradient id="paint7_radial" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(219.219 153.929) rotate(179.739) scale(140.935)">
|
||||
<stop offset="0.4744" stop-color="#A08BE8"/>
|
||||
<stop offset="0.8618" stop-color="#8065E0"/>
|
||||
</radialGradient>
|
||||
<radialGradient id="paint8_radial" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(314.861 158.738) rotate(179.739) scale(146.053)">
|
||||
<stop offset="0.0933" stop-color="#E1DFDD"/>
|
||||
<stop offset="0.6573" stop-color="white"/>
|
||||
</radialGradient>
|
||||
<linearGradient id="paint9_linear" x1="54.1846" y1="217.159" x2="54.1846" y2="357.022" gradientUnits="userSpaceOnUse">
|
||||
<stop offset="0.3344" stop-color="#9780E6"/>
|
||||
<stop offset="0.8488" stop-color="#8A6FE8"/>
|
||||
</linearGradient>
|
||||
<radialGradient id="paint10_radial" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(90.3494 218.071) rotate(-0.260742) scale(25.9924)">
|
||||
<stop stop-color="#8065E0"/>
|
||||
<stop offset="1" stop-color="#512BD4"/>
|
||||
</radialGradient>
|
||||
<radialGradient id="paint11_radial" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(25.805 345.043) scale(26.4106)">
|
||||
<stop stop-color="#8065E0"/>
|
||||
<stop offset="1" stop-color="#512BD4"/>
|
||||
</radialGradient>
|
||||
<radialGradient id="paint12_radial" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(169.113 67.3662) rotate(-32.2025) scale(21.0773)">
|
||||
<stop stop-color="#8065E0"/>
|
||||
<stop offset="1" stop-color="#512BD4"/>
|
||||
</radialGradient>
|
||||
</defs>
|
||||
</svg>
|
||||
|
After Width: | Height: | Size: 12 KiB |
+15
@@ -0,0 +1,15 @@
|
||||
Any raw assets you want to be deployed with your application can be placed in
|
||||
this directory (and child directories). Deployment of the asset to your application
|
||||
is automatically handled by the following `MauiAsset` Build Action within your `.csproj`.
|
||||
|
||||
<MauiAsset Include="Resources\Raw\**" LogicalName="%(RecursiveDir)%(Filename)%(Extension)" />
|
||||
|
||||
These files will be deployed with you package and will be accessible using Essentials:
|
||||
|
||||
async Task LoadMauiAsset()
|
||||
{
|
||||
using var stream = await FileSystem.OpenAppPackageFileAsync("AboutAssets.txt");
|
||||
using var reader = new StreamReader(stream);
|
||||
|
||||
var contents = reader.ReadToEnd();
|
||||
}
|
||||
+8
@@ -0,0 +1,8 @@
|
||||
<?xml version="1.0" encoding="UTF-8" standalone="no"?>
|
||||
<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
|
||||
<svg width="456" height="456" viewBox="0 0 456 456" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" xml:space="preserve" xmlns:serif="http://www.serif.com/" style="fill-rule:evenodd;clip-rule:evenodd;stroke-linejoin:round;stroke-miterlimit:2;">
|
||||
<path d="m 105.50037,281.60863 c -2.70293,0 -5.00091,-0.90042 -6.893127,-2.70209 -1.892214,-1.84778 -2.837901,-4.04181 -2.837901,-6.58209 0,-2.58722 0.945687,-4.80389 2.837901,-6.65167 1.892217,-1.84778 4.190197,-2.77167 6.893127,-2.77167 2.74819,0 5.06798,0.92389 6.96019,2.77167 1.93749,1.84778 2.90581,4.06445 2.90581,6.65167 0,2.54028 -0.96832,4.73431 -2.90581,6.58209 -1.89221,1.80167 -4.212,2.70209 -6.96019,2.70209 z" style="fill:#ffffff;fill-rule:nonzero;stroke-width:0.838376" />
|
||||
<path d="M 213.56111,280.08446 H 195.99044 L 149.69953,207.0544 c -1.17121,-1.84778 -2.14037,-3.76515 -2.90581,-5.75126 h -0.40578 c 0.36051,2.12528 0.54076,6.67515 0.54076,13.6496 v 65.13172 h -15.54349 v -99.36009 h 18.71925 l 44.7374,71.29798 c 1.89222,2.95695 3.1087,4.98917 3.64945,6.09751 h 0.26996 c -0.45021,-2.6325 -0.67573,-7.09015 -0.67573,-13.37293 v -64.02256 h 15.47557 z" style="fill:#ffffff;fill-rule:nonzero;stroke-width:0.838376" />
|
||||
<path d="m 289.25134,280.08446 h -54.40052 v -99.36009 h 52.23835 v 13.99669 h -36.15411 v 28.13085 h 33.31621 v 13.9271 h -33.31621 v 29.37835 h 38.31628 z" style="fill:#ffffff;fill-rule:nonzero;stroke-width:0.838376" />
|
||||
<path d="M 366.56466,194.72106 H 338.7222 v 85.3634 h -16.08423 v -85.3634 h -27.77455 v -13.99669 h 71.70124 z" style="fill:#ffffff;fill-rule:nonzero;stroke-width:0.838376" />
|
||||
</svg>
|
||||
|
After Width: | Height: | Size: 1.8 KiB |
+44
@@ -0,0 +1,44 @@
|
||||
<?xml version="1.0" encoding="UTF-8" ?>
|
||||
<?xaml-comp compile="true" ?>
|
||||
<ResourceDictionary
|
||||
xmlns="http://schemas.microsoft.com/dotnet/2021/maui"
|
||||
xmlns:x="http://schemas.microsoft.com/winfx/2009/xaml">
|
||||
|
||||
<Color x:Key="Primary">#512BD4</Color>
|
||||
<Color x:Key="Secondary">#DFD8F7</Color>
|
||||
<Color x:Key="Tertiary">#2B0B98</Color>
|
||||
<Color x:Key="White">White</Color>
|
||||
<Color x:Key="Black">Black</Color>
|
||||
<Color x:Key="Gray100">#E1E1E1</Color>
|
||||
<Color x:Key="Gray200">#C8C8C8</Color>
|
||||
<Color x:Key="Gray300">#ACACAC</Color>
|
||||
<Color x:Key="Gray400">#919191</Color>
|
||||
<Color x:Key="Gray500">#6E6E6E</Color>
|
||||
<Color x:Key="Gray600">#404040</Color>
|
||||
<Color x:Key="Gray900">#212121</Color>
|
||||
<Color x:Key="Gray950">#141414</Color>
|
||||
<SolidColorBrush x:Key="PrimaryBrush" Color="{StaticResource Primary}"/>
|
||||
<SolidColorBrush x:Key="SecondaryBrush" Color="{StaticResource Secondary}"/>
|
||||
<SolidColorBrush x:Key="TertiaryBrush" Color="{StaticResource Tertiary}"/>
|
||||
<SolidColorBrush x:Key="WhiteBrush" Color="{StaticResource White}"/>
|
||||
<SolidColorBrush x:Key="BlackBrush" Color="{StaticResource Black}"/>
|
||||
<SolidColorBrush x:Key="Gray100Brush" Color="{StaticResource Gray100}"/>
|
||||
<SolidColorBrush x:Key="Gray200Brush" Color="{StaticResource Gray200}"/>
|
||||
<SolidColorBrush x:Key="Gray300Brush" Color="{StaticResource Gray300}"/>
|
||||
<SolidColorBrush x:Key="Gray400Brush" Color="{StaticResource Gray400}"/>
|
||||
<SolidColorBrush x:Key="Gray500Brush" Color="{StaticResource Gray500}"/>
|
||||
<SolidColorBrush x:Key="Gray600Brush" Color="{StaticResource Gray600}"/>
|
||||
<SolidColorBrush x:Key="Gray900Brush" Color="{StaticResource Gray900}"/>
|
||||
<SolidColorBrush x:Key="Gray950Brush" Color="{StaticResource Gray950}"/>
|
||||
|
||||
<Color x:Key="Yellow100Accent">#F7B548</Color>
|
||||
<Color x:Key="Yellow200Accent">#FFD590</Color>
|
||||
<Color x:Key="Yellow300Accent">#FFE5B9</Color>
|
||||
<Color x:Key="Cyan100Accent">#28C2D1</Color>
|
||||
<Color x:Key="Cyan200Accent">#7BDDEF</Color>
|
||||
<Color x:Key="Cyan300Accent">#C3F2F4</Color>
|
||||
<Color x:Key="Blue100Accent">#3E8EED</Color>
|
||||
<Color x:Key="Blue200Accent">#72ACF1</Color>
|
||||
<Color x:Key="Blue300Accent">#A7CBF6</Color>
|
||||
|
||||
</ResourceDictionary>
|
||||
+384
@@ -0,0 +1,384 @@
|
||||
<?xml version="1.0" encoding="UTF-8" ?>
|
||||
<?xaml-comp compile="true" ?>
|
||||
<ResourceDictionary
|
||||
xmlns="http://schemas.microsoft.com/dotnet/2021/maui"
|
||||
xmlns:x="http://schemas.microsoft.com/winfx/2009/xaml">
|
||||
|
||||
<Style TargetType="ActivityIndicator">
|
||||
<Setter Property="Color" Value="{AppThemeBinding Light={StaticResource Primary}, Dark={StaticResource White}}" />
|
||||
</Style>
|
||||
|
||||
<Style TargetType="IndicatorView">
|
||||
<Setter Property="IndicatorColor" Value="{AppThemeBinding Light={StaticResource Gray200}, Dark={StaticResource Gray500}}"/>
|
||||
<Setter Property="SelectedIndicatorColor" Value="{AppThemeBinding Light={StaticResource Gray950}, Dark={StaticResource Gray100}}"/>
|
||||
</Style>
|
||||
|
||||
<Style TargetType="Border">
|
||||
<Setter Property="Stroke" Value="{AppThemeBinding Light={StaticResource Gray200}, Dark={StaticResource Gray500}}" />
|
||||
<Setter Property="StrokeShape" Value="Rectangle"/>
|
||||
<Setter Property="StrokeThickness" Value="1"/>
|
||||
</Style>
|
||||
|
||||
<Style TargetType="BoxView">
|
||||
<Setter Property="Color" Value="{AppThemeBinding Light={StaticResource Gray950}, Dark={StaticResource Gray200}}" />
|
||||
</Style>
|
||||
|
||||
<Style TargetType="Button">
|
||||
<Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource White}, Dark={StaticResource Primary}}" />
|
||||
<Setter Property="BackgroundColor" Value="{AppThemeBinding Light={StaticResource Primary}, Dark={StaticResource White}}" />
|
||||
<Setter Property="FontFamily" Value="OpenSansRegular"/>
|
||||
<Setter Property="FontSize" Value="14"/>
|
||||
<Setter Property="CornerRadius" Value="8"/>
|
||||
<Setter Property="Padding" Value="14,10"/>
|
||||
<Setter Property="VisualStateManager.VisualStateGroups">
|
||||
<VisualStateGroupList>
|
||||
<VisualStateGroup x:Name="CommonStates">
|
||||
<VisualState x:Name="Normal" />
|
||||
<VisualState x:Name="Disabled">
|
||||
<VisualState.Setters>
|
||||
<Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Gray950}, Dark={StaticResource Gray200}}" />
|
||||
<Setter Property="BackgroundColor" Value="{AppThemeBinding Light={StaticResource Gray200}, Dark={StaticResource Gray600}}" />
|
||||
</VisualState.Setters>
|
||||
</VisualState>
|
||||
</VisualStateGroup>
|
||||
</VisualStateGroupList>
|
||||
</Setter>
|
||||
</Style>
|
||||
|
||||
<Style TargetType="CheckBox">
|
||||
<Setter Property="Color" Value="{AppThemeBinding Light={StaticResource Primary}, Dark={StaticResource White}}" />
|
||||
<Setter Property="VisualStateManager.VisualStateGroups">
|
||||
<VisualStateGroupList>
|
||||
<VisualStateGroup x:Name="CommonStates">
|
||||
<VisualState x:Name="Normal" />
|
||||
<VisualState x:Name="Disabled">
|
||||
<VisualState.Setters>
|
||||
<Setter Property="Color" Value="{AppThemeBinding Light={StaticResource Gray300}, Dark={StaticResource Gray600}}" />
|
||||
</VisualState.Setters>
|
||||
</VisualState>
|
||||
</VisualStateGroup>
|
||||
</VisualStateGroupList>
|
||||
</Setter>
|
||||
</Style>
|
||||
|
||||
<Style TargetType="DatePicker">
|
||||
<Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Gray900}, Dark={StaticResource White}}" />
|
||||
<Setter Property="BackgroundColor" Value="Transparent" />
|
||||
<Setter Property="FontFamily" Value="OpenSansRegular"/>
|
||||
<Setter Property="FontSize" Value="14"/>
|
||||
<Setter Property="VisualStateManager.VisualStateGroups">
|
||||
<VisualStateGroupList>
|
||||
<VisualStateGroup x:Name="CommonStates">
|
||||
<VisualState x:Name="Normal" />
|
||||
<VisualState x:Name="Disabled">
|
||||
<VisualState.Setters>
|
||||
<Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Gray200}, Dark={StaticResource Gray500}}" />
|
||||
</VisualState.Setters>
|
||||
</VisualState>
|
||||
</VisualStateGroup>
|
||||
</VisualStateGroupList>
|
||||
</Setter>
|
||||
</Style>
|
||||
|
||||
<Style TargetType="Editor">
|
||||
<Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Black}, Dark={StaticResource White}}" />
|
||||
<Setter Property="BackgroundColor" Value="Transparent" />
|
||||
<Setter Property="FontFamily" Value="OpenSansRegular"/>
|
||||
<Setter Property="FontSize" Value="14" />
|
||||
<Setter Property="PlaceholderColor" Value="{AppThemeBinding Light={StaticResource Gray200}, Dark={StaticResource Gray500}}" />
|
||||
<Setter Property="VisualStateManager.VisualStateGroups">
|
||||
<VisualStateGroupList>
|
||||
<VisualStateGroup x:Name="CommonStates">
|
||||
<VisualState x:Name="Normal" />
|
||||
<VisualState x:Name="Disabled">
|
||||
<VisualState.Setters>
|
||||
<Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Gray300}, Dark={StaticResource Gray600}}" />
|
||||
</VisualState.Setters>
|
||||
</VisualState>
|
||||
</VisualStateGroup>
|
||||
</VisualStateGroupList>
|
||||
</Setter>
|
||||
</Style>
|
||||
|
||||
<Style TargetType="Entry">
|
||||
<Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Black}, Dark={StaticResource White}}" />
|
||||
<Setter Property="BackgroundColor" Value="Transparent" />
|
||||
<Setter Property="FontFamily" Value="OpenSansRegular"/>
|
||||
<Setter Property="FontSize" Value="14" />
|
||||
<Setter Property="PlaceholderColor" Value="{AppThemeBinding Light={StaticResource Gray200}, Dark={StaticResource Gray500}}" />
|
||||
<Setter Property="VisualStateManager.VisualStateGroups">
|
||||
<VisualStateGroupList>
|
||||
<VisualStateGroup x:Name="CommonStates">
|
||||
<VisualState x:Name="Normal" />
|
||||
<VisualState x:Name="Disabled">
|
||||
<VisualState.Setters>
|
||||
<Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Gray300}, Dark={StaticResource Gray600}}" />
|
||||
</VisualState.Setters>
|
||||
</VisualState>
|
||||
</VisualStateGroup>
|
||||
</VisualStateGroupList>
|
||||
</Setter>
|
||||
</Style>
|
||||
|
||||
<Style TargetType="Frame">
|
||||
<Setter Property="HasShadow" Value="False" />
|
||||
<Setter Property="BorderColor" Value="{AppThemeBinding Light={StaticResource Gray200}, Dark={StaticResource Gray950}}" />
|
||||
<Setter Property="CornerRadius" Value="8" />
|
||||
</Style>
|
||||
|
||||
<Style TargetType="ImageButton">
|
||||
<Setter Property="Opacity" Value="1" />
|
||||
<Setter Property="BorderColor" Value="Transparent"/>
|
||||
<Setter Property="BorderWidth" Value="0"/>
|
||||
<Setter Property="CornerRadius" Value="0"/>
|
||||
<Setter Property="VisualStateManager.VisualStateGroups">
|
||||
<VisualStateGroupList>
|
||||
<VisualStateGroup x:Name="CommonStates">
|
||||
<VisualState x:Name="Normal" />
|
||||
<VisualState x:Name="Disabled">
|
||||
<VisualState.Setters>
|
||||
<Setter Property="Opacity" Value="0.5" />
|
||||
</VisualState.Setters>
|
||||
</VisualState>
|
||||
</VisualStateGroup>
|
||||
</VisualStateGroupList>
|
||||
</Setter>
|
||||
</Style>
|
||||
|
||||
<Style TargetType="Label">
|
||||
<Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Gray900}, Dark={StaticResource White}}" />
|
||||
<Setter Property="FontFamily" Value="OpenSansRegular" />
|
||||
<Setter Property="FontSize" Value="14" />
|
||||
<Setter Property="VisualStateManager.VisualStateGroups">
|
||||
<VisualStateGroupList>
|
||||
<VisualStateGroup x:Name="CommonStates">
|
||||
<VisualState x:Name="Normal" />
|
||||
<VisualState x:Name="Disabled">
|
||||
<VisualState.Setters>
|
||||
<Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Gray300}, Dark={StaticResource Gray600}}" />
|
||||
</VisualState.Setters>
|
||||
</VisualState>
|
||||
</VisualStateGroup>
|
||||
</VisualStateGroupList>
|
||||
</Setter>
|
||||
</Style>
|
||||
|
||||
<Style TargetType="ListView">
|
||||
<Setter Property="SeparatorColor" Value="{AppThemeBinding Light={StaticResource Gray200}, Dark={StaticResource Gray500}}" />
|
||||
<Setter Property="RefreshControlColor" Value="{AppThemeBinding Light={StaticResource Gray900}, Dark={StaticResource Gray200}}" />
|
||||
</Style>
|
||||
|
||||
<Style TargetType="Picker">
|
||||
<Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Gray900}, Dark={StaticResource White}}" />
|
||||
<Setter Property="TitleColor" Value="{AppThemeBinding Light={StaticResource Gray900}, Dark={StaticResource Gray200}}" />
|
||||
<Setter Property="BackgroundColor" Value="Transparent" />
|
||||
<Setter Property="FontFamily" Value="OpenSansRegular"/>
|
||||
<Setter Property="FontSize" Value="14"/>
|
||||
<Setter Property="VisualStateManager.VisualStateGroups">
|
||||
<VisualStateGroupList>
|
||||
<VisualStateGroup x:Name="CommonStates">
|
||||
<VisualState x:Name="Normal" />
|
||||
<VisualState x:Name="Disabled">
|
||||
<VisualState.Setters>
|
||||
<Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Gray300}, Dark={StaticResource Gray600}}" />
|
||||
<Setter Property="TitleColor" Value="{AppThemeBinding Light={StaticResource Gray300}, Dark={StaticResource Gray600}}" />
|
||||
</VisualState.Setters>
|
||||
</VisualState>
|
||||
</VisualStateGroup>
|
||||
</VisualStateGroupList>
|
||||
</Setter>
|
||||
</Style>
|
||||
|
||||
<Style TargetType="ProgressBar">
|
||||
<Setter Property="ProgressColor" Value="{AppThemeBinding Light={StaticResource Primary}, Dark={StaticResource White}}" />
|
||||
<Setter Property="VisualStateManager.VisualStateGroups">
|
||||
<VisualStateGroupList>
|
||||
<VisualStateGroup x:Name="CommonStates">
|
||||
<VisualState x:Name="Normal" />
|
||||
<VisualState x:Name="Disabled">
|
||||
<VisualState.Setters>
|
||||
<Setter Property="ProgressColor" Value="{AppThemeBinding Light={StaticResource Gray300}, Dark={StaticResource Gray600}}" />
|
||||
</VisualState.Setters>
|
||||
</VisualState>
|
||||
</VisualStateGroup>
|
||||
</VisualStateGroupList>
|
||||
</Setter>
|
||||
</Style>
|
||||
|
||||
<Style TargetType="RadioButton">
|
||||
<Setter Property="Background" Value="Transparent"/>
|
||||
<Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Black}, Dark={StaticResource White}}" />
|
||||
<Setter Property="FontFamily" Value="OpenSansRegular"/>
|
||||
<Setter Property="FontSize" Value="14"/>
|
||||
<Setter Property="VisualStateManager.VisualStateGroups">
|
||||
<VisualStateGroupList>
|
||||
<VisualStateGroup x:Name="CommonStates">
|
||||
<VisualState x:Name="Normal" />
|
||||
<VisualState x:Name="Disabled">
|
||||
<VisualState.Setters>
|
||||
<Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Gray300}, Dark={StaticResource Gray600}}" />
|
||||
</VisualState.Setters>
|
||||
</VisualState>
|
||||
</VisualStateGroup>
|
||||
</VisualStateGroupList>
|
||||
</Setter>
|
||||
</Style>
|
||||
|
||||
<Style TargetType="RefreshView">
|
||||
<Setter Property="RefreshColor" Value="{AppThemeBinding Light={StaticResource Gray900}, Dark={StaticResource Gray200}}" />
|
||||
</Style>
|
||||
|
||||
<Style TargetType="SearchBar">
|
||||
<Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Gray900}, Dark={StaticResource White}}" />
|
||||
<Setter Property="PlaceholderColor" Value="{StaticResource Gray500}" />
|
||||
<Setter Property="CancelButtonColor" Value="{StaticResource Gray500}" />
|
||||
<Setter Property="BackgroundColor" Value="Transparent" />
|
||||
<Setter Property="FontFamily" Value="OpenSansRegular" />
|
||||
<Setter Property="FontSize" Value="14" />
|
||||
<Setter Property="VisualStateManager.VisualStateGroups">
|
||||
<VisualStateGroupList>
|
||||
<VisualStateGroup x:Name="CommonStates">
|
||||
<VisualState x:Name="Normal" />
|
||||
<VisualState x:Name="Disabled">
|
||||
<VisualState.Setters>
|
||||
<Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Gray300}, Dark={StaticResource Gray600}}" />
|
||||
<Setter Property="PlaceholderColor" Value="{AppThemeBinding Light={StaticResource Gray300}, Dark={StaticResource Gray600}}" />
|
||||
</VisualState.Setters>
|
||||
</VisualState>
|
||||
</VisualStateGroup>
|
||||
</VisualStateGroupList>
|
||||
</Setter>
|
||||
</Style>
|
||||
|
||||
<Style TargetType="SearchHandler">
|
||||
<Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Gray900}, Dark={StaticResource White}}" />
|
||||
<Setter Property="PlaceholderColor" Value="{StaticResource Gray500}" />
|
||||
<Setter Property="BackgroundColor" Value="Transparent" />
|
||||
<Setter Property="FontFamily" Value="OpenSansRegular" />
|
||||
<Setter Property="FontSize" Value="14" />
|
||||
<Setter Property="VisualStateManager.VisualStateGroups">
|
||||
<VisualStateGroupList>
|
||||
<VisualStateGroup x:Name="CommonStates">
|
||||
<VisualState x:Name="Normal" />
|
||||
<VisualState x:Name="Disabled">
|
||||
<VisualState.Setters>
|
||||
<Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Gray300}, Dark={StaticResource Gray600}}" />
|
||||
<Setter Property="PlaceholderColor" Value="{AppThemeBinding Light={StaticResource Gray300}, Dark={StaticResource Gray600}}" />
|
||||
</VisualState.Setters>
|
||||
</VisualState>
|
||||
</VisualStateGroup>
|
||||
</VisualStateGroupList>
|
||||
</Setter>
|
||||
</Style>
|
||||
|
||||
<Style TargetType="Shadow">
|
||||
<Setter Property="Radius" Value="15" />
|
||||
<Setter Property="Opacity" Value="0.5" />
|
||||
<Setter Property="Brush" Value="{AppThemeBinding Light={StaticResource White}, Dark={StaticResource White}}" />
|
||||
<Setter Property="Offset" Value="10,10" />
|
||||
</Style>
|
||||
|
||||
<Style TargetType="Slider">
|
||||
<Setter Property="MinimumTrackColor" Value="{AppThemeBinding Light={StaticResource Primary}, Dark={StaticResource White}}" />
|
||||
<Setter Property="MaximumTrackColor" Value="{AppThemeBinding Light={StaticResource Gray200}, Dark={StaticResource Gray600}}" />
|
||||
<Setter Property="ThumbColor" Value="{AppThemeBinding Light={StaticResource Primary}, Dark={StaticResource White}}" />
|
||||
<Setter Property="VisualStateManager.VisualStateGroups">
|
||||
<VisualStateGroupList>
|
||||
<VisualStateGroup x:Name="CommonStates">
|
||||
<VisualState x:Name="Normal" />
|
||||
<VisualState x:Name="Disabled">
|
||||
<VisualState.Setters>
|
||||
<Setter Property="MinimumTrackColor" Value="{AppThemeBinding Light={StaticResource Gray300}, Dark={StaticResource Gray600}}"/>
|
||||
<Setter Property="MaximumTrackColor" Value="{AppThemeBinding Light={StaticResource Gray300}, Dark={StaticResource Gray600}}"/>
|
||||
<Setter Property="ThumbColor" Value="{AppThemeBinding Light={StaticResource Gray300}, Dark={StaticResource Gray600}}"/>
|
||||
</VisualState.Setters>
|
||||
</VisualState>
|
||||
</VisualStateGroup>
|
||||
</VisualStateGroupList>
|
||||
</Setter>
|
||||
</Style>
|
||||
|
||||
<Style TargetType="SwipeItem">
|
||||
<Setter Property="BackgroundColor" Value="{AppThemeBinding Light={StaticResource White}, Dark={StaticResource Black}}" />
|
||||
</Style>
|
||||
|
||||
<Style TargetType="Switch">
|
||||
<Setter Property="OnColor" Value="{AppThemeBinding Light={StaticResource Primary}, Dark={StaticResource White}}" />
|
||||
<Setter Property="ThumbColor" Value="{StaticResource White}" />
|
||||
<Setter Property="VisualStateManager.VisualStateGroups">
|
||||
<VisualStateGroupList>
|
||||
<VisualStateGroup x:Name="CommonStates">
|
||||
<VisualState x:Name="Normal" />
|
||||
<VisualState x:Name="Disabled">
|
||||
<VisualState.Setters>
|
||||
<Setter Property="OnColor" Value="{AppThemeBinding Light={StaticResource Gray300}, Dark={StaticResource Gray600}}" />
|
||||
<Setter Property="ThumbColor" Value="{AppThemeBinding Light={StaticResource Gray300}, Dark={StaticResource Gray600}}" />
|
||||
</VisualState.Setters>
|
||||
</VisualState>
|
||||
<VisualState x:Name="On">
|
||||
<VisualState.Setters>
|
||||
<Setter Property="OnColor" Value="{AppThemeBinding Light={StaticResource Secondary}, Dark={StaticResource Gray200}}" />
|
||||
<Setter Property="ThumbColor" Value="{AppThemeBinding Light={StaticResource Primary}, Dark={StaticResource White}}" />
|
||||
</VisualState.Setters>
|
||||
</VisualState>
|
||||
<VisualState x:Name="Off">
|
||||
<VisualState.Setters>
|
||||
<Setter Property="ThumbColor" Value="{AppThemeBinding Light={StaticResource Gray400}, Dark={StaticResource Gray500}}" />
|
||||
</VisualState.Setters>
|
||||
</VisualState>
|
||||
</VisualStateGroup>
|
||||
</VisualStateGroupList>
|
||||
</Setter>
|
||||
</Style>
|
||||
|
||||
<Style TargetType="TimePicker">
|
||||
<Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Gray900}, Dark={StaticResource White}}" />
|
||||
<Setter Property="Background" Value="Transparent"/>
|
||||
<Setter Property="FontFamily" Value="OpenSansRegular"/>
|
||||
<Setter Property="FontSize" Value="14"/>
|
||||
<Setter Property="VisualStateManager.VisualStateGroups">
|
||||
<VisualStateGroupList>
|
||||
<VisualStateGroup x:Name="CommonStates">
|
||||
<VisualState x:Name="Normal" />
|
||||
<VisualState x:Name="Disabled">
|
||||
<VisualState.Setters>
|
||||
<Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Gray300}, Dark={StaticResource Gray600}}" />
|
||||
</VisualState.Setters>
|
||||
</VisualState>
|
||||
</VisualStateGroup>
|
||||
</VisualStateGroupList>
|
||||
</Setter>
|
||||
</Style>
|
||||
|
||||
<Style TargetType="Page" ApplyToDerivedTypes="True">
|
||||
<Setter Property="Padding" Value="0"/>
|
||||
<Setter Property="BackgroundColor" Value="{AppThemeBinding Light={StaticResource White}, Dark={StaticResource Black}}" />
|
||||
</Style>
|
||||
|
||||
<Style TargetType="Shell" ApplyToDerivedTypes="True">
|
||||
<Setter Property="Shell.BackgroundColor" Value="{AppThemeBinding Light={StaticResource Primary}, Dark={StaticResource Gray950}}" />
|
||||
<Setter Property="Shell.ForegroundColor" Value="{OnPlatform WinUI={StaticResource Primary}, Default={StaticResource White}}" />
|
||||
<Setter Property="Shell.TitleColor" Value="{AppThemeBinding Light={StaticResource White}, Dark={StaticResource White}}" />
|
||||
<Setter Property="Shell.DisabledColor" Value="{AppThemeBinding Light={StaticResource Gray200}, Dark={StaticResource Gray950}}" />
|
||||
<Setter Property="Shell.UnselectedColor" Value="{AppThemeBinding Light={StaticResource Gray200}, Dark={StaticResource Gray200}}" />
|
||||
<Setter Property="Shell.NavBarHasShadow" Value="False" />
|
||||
<Setter Property="Shell.TabBarBackgroundColor" Value="{AppThemeBinding Light={StaticResource White}, Dark={StaticResource Black}}" />
|
||||
<Setter Property="Shell.TabBarForegroundColor" Value="{AppThemeBinding Light={StaticResource Primary}, Dark={StaticResource White}}" />
|
||||
<Setter Property="Shell.TabBarTitleColor" Value="{AppThemeBinding Light={StaticResource Primary}, Dark={StaticResource White}}" />
|
||||
<Setter Property="Shell.TabBarUnselectedColor" Value="{AppThemeBinding Light={StaticResource Gray900}, Dark={StaticResource Gray200}}" />
|
||||
</Style>
|
||||
|
||||
<Style TargetType="NavigationPage">
|
||||
<Setter Property="BarBackgroundColor" Value="{AppThemeBinding Light={StaticResource Primary}, Dark={StaticResource Gray950}}" />
|
||||
<Setter Property="BarTextColor" Value="{AppThemeBinding Light={StaticResource Gray200}, Dark={StaticResource White}}" />
|
||||
<Setter Property="IconColor" Value="{AppThemeBinding Light={StaticResource Gray200}, Dark={StaticResource White}}" />
|
||||
</Style>
|
||||
|
||||
<Style TargetType="TabbedPage">
|
||||
<Setter Property="BarBackgroundColor" Value="{AppThemeBinding Light={StaticResource White}, Dark={StaticResource Gray950}}" />
|
||||
<Setter Property="BarTextColor" Value="{AppThemeBinding Light={StaticResource Primary}, Dark={StaticResource White}}" />
|
||||
<Setter Property="UnselectedTabColor" Value="{AppThemeBinding Light={StaticResource Gray200}, Dark={StaticResource Gray950}}" />
|
||||
<Setter Property="SelectedTabColor" Value="{AppThemeBinding Light={StaticResource Gray950}, Dark={StaticResource Gray200}}" />
|
||||
</Style>
|
||||
|
||||
</ResourceDictionary>
|
||||
+247
@@ -0,0 +1,247 @@
|
||||
using System;
|
||||
using System.Collections.Generic;
|
||||
using System.ComponentModel;
|
||||
using System.Linq;
|
||||
using System.Net;
|
||||
using System.Text;
|
||||
using System.Threading.Tasks;
|
||||
using System.Windows.Input;
|
||||
using System.Security.Cryptography;
|
||||
|
||||
namespace MauiApp1.Utils
|
||||
{
|
||||
public enum DownloadState
|
||||
{
|
||||
cancelled = 0, // 取消
|
||||
inprogres = 1, //进行中
|
||||
completed = 2, //完成
|
||||
error = 3, //错误
|
||||
existed = 4,//已存在
|
||||
noexisted = 5,//已存在
|
||||
|
||||
}
|
||||
public delegate void DelegateDone(int progress, DownloadState downloadState,string filename, string msg = "");
|
||||
internal class DownloadHelper : INotifyPropertyChanged
|
||||
{
|
||||
private DelegateDone _callback;
|
||||
private bool _isDownloading = false;
|
||||
private int _progress;
|
||||
private string _fileName;
|
||||
private object _lockobj = new object();
|
||||
private WebClient _webClient;
|
||||
private ICommand DownloadCommand { get; set; }
|
||||
public bool IsDownloading
|
||||
{
|
||||
get => _isDownloading;
|
||||
set
|
||||
{
|
||||
if (value != _isDownloading)
|
||||
{
|
||||
_isDownloading = value;
|
||||
NotifyPropertyChanged("IsDownloading");
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
public string FileName
|
||||
{
|
||||
get => _fileName;
|
||||
set
|
||||
{
|
||||
if (value != _fileName)
|
||||
{
|
||||
_fileName = value;
|
||||
NotifyPropertyChanged("FileName");
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
public event PropertyChangedEventHandler? PropertyChanged;
|
||||
protected void NotifyPropertyChanged(string property)
|
||||
{
|
||||
if (PropertyChanged != null)
|
||||
{
|
||||
PropertyChanged(this, new PropertyChangedEventArgs(property));
|
||||
}
|
||||
}
|
||||
|
||||
public DownloadHelper()
|
||||
{
|
||||
}
|
||||
|
||||
|
||||
public DownloadHelper(DelegateDone callback)
|
||||
{
|
||||
_callback = callback;
|
||||
}
|
||||
|
||||
public void DownloadCreate(string downloadUrl, string fileName, string rootFolderName, string subFolderName)
|
||||
{
|
||||
lock (_lockobj)
|
||||
{
|
||||
//IsDownloading = true;
|
||||
FileName = fileName;
|
||||
var downloadFolder = Path.Combine(SysConf.ApplicationBase, rootFolderName);
|
||||
var modelFolder = Path.Combine(downloadFolder, subFolderName);
|
||||
Directory.CreateDirectory(downloadFolder);
|
||||
Directory.CreateDirectory(modelFolder);
|
||||
string fileFullname = Path.Combine(modelFolder, fileName);
|
||||
if (!File.Exists(fileFullname))
|
||||
{
|
||||
_webClient = new WebClient();
|
||||
_webClient.Headers.Add("User-Agent", "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/116.0.0.0 Safari/537.36");
|
||||
_webClient.DownloadFileCompleted += OnDownloadCompleted;
|
||||
_webClient.DownloadProgressChanged += OnDownloadProgressChanged;
|
||||
DownloadCommand = new Command(() =>
|
||||
{
|
||||
if (!IsDownloading)
|
||||
{
|
||||
IsDownloading = true;
|
||||
_webClient.DownloadFileAsync(new Uri(downloadUrl), fileFullname);
|
||||
}
|
||||
});
|
||||
}
|
||||
else
|
||||
{
|
||||
DownloadCommand = null;
|
||||
if (_callback != null)
|
||||
{
|
||||
_callback(100, DownloadState.existed, FileName);
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
public void DownloadStart()
|
||||
{
|
||||
if (DownloadCommand != null && DownloadCommand.CanExecute(null))
|
||||
{
|
||||
DownloadCommand.Execute(null);
|
||||
}
|
||||
}
|
||||
|
||||
public void DownloadCancel()
|
||||
{
|
||||
if (_webClient != null)
|
||||
{
|
||||
_webClient.CancelAsync();
|
||||
}
|
||||
}
|
||||
|
||||
public bool GetDownloadState(string[] fileNames, string rootFolderName, string subFolderName, string[] md5Strs)
|
||||
{
|
||||
bool state=true;
|
||||
var downloadFolder = Path.Combine(SysConf.ApplicationBase, rootFolderName);
|
||||
var modelFolder = Path.Combine(downloadFolder, subFolderName);
|
||||
Directory.CreateDirectory(downloadFolder);
|
||||
Directory.CreateDirectory(modelFolder);
|
||||
for (int i = 0; i < fileNames.Length; i++)
|
||||
{
|
||||
string fileFullname = Path.Combine(modelFolder, fileNames[i]);
|
||||
if (File.Exists(fileFullname))
|
||||
{
|
||||
FileInfo fileInfo = new FileInfo(fileFullname);
|
||||
if (fileInfo.Length == 0)
|
||||
{
|
||||
state = state && false;
|
||||
}
|
||||
else
|
||||
{
|
||||
string md5str = GetMD5Hash(fileFullname);
|
||||
if (!md5str.Equals(md5Strs[i]))
|
||||
{
|
||||
state = state && false;
|
||||
}
|
||||
}
|
||||
}
|
||||
else
|
||||
{
|
||||
state = state && false;
|
||||
}
|
||||
}
|
||||
|
||||
return state;
|
||||
}
|
||||
|
||||
public void DownloadCheck(string fileName, string rootFolderName, string subFolderName,string md5Str)
|
||||
{
|
||||
var downloadFolder = Path.Combine(SysConf.ApplicationBase, rootFolderName);
|
||||
var modelFolder = Path.Combine(downloadFolder, subFolderName);
|
||||
Directory.CreateDirectory(downloadFolder);
|
||||
Directory.CreateDirectory(modelFolder);
|
||||
string fileFullname = Path.Combine(modelFolder, fileName);
|
||||
if (File.Exists(fileFullname))
|
||||
{
|
||||
FileInfo fileInfo = new FileInfo(fileFullname);
|
||||
if (fileInfo.Length == 0)
|
||||
{
|
||||
File.Delete(fileFullname);
|
||||
string filename = fileInfo.Name;
|
||||
_callback(0, DownloadState.noexisted, filename);
|
||||
}
|
||||
else
|
||||
{
|
||||
string md5str = GetMD5Hash(fileFullname);
|
||||
if (!md5str.Equals(md5Str))
|
||||
{
|
||||
File.Delete(fileFullname);
|
||||
string filename = fileInfo.Name;
|
||||
_callback(0, DownloadState.noexisted, filename);
|
||||
}
|
||||
}
|
||||
}
|
||||
else
|
||||
{
|
||||
string filename = fileName;
|
||||
_callback(0, DownloadState.noexisted, filename);
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
private void OnDownloadProgressChanged(object? sender, DownloadProgressChangedEventArgs e)
|
||||
{
|
||||
string filename = FileName;
|
||||
_progress = (int)(e.BytesReceived * 100 / e.TotalBytesToReceive);
|
||||
if (_callback != null)
|
||||
{
|
||||
_callback(_progress, DownloadState.inprogres, filename);
|
||||
}
|
||||
}
|
||||
private void OnDownloadCompleted(object? sender, AsyncCompletedEventArgs e)
|
||||
{
|
||||
string filename = FileName;
|
||||
IsDownloading = false;
|
||||
if (_callback != null)
|
||||
{
|
||||
if (e.Cancelled)
|
||||
{
|
||||
_callback(_progress, DownloadState.cancelled, filename);
|
||||
}
|
||||
else if (e.Error != null)
|
||||
{
|
||||
_callback(_progress, DownloadState.error,filename, msg: e.Error.Message);
|
||||
}
|
||||
else
|
||||
{
|
||||
_callback(_progress, DownloadState.completed, filename);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
public string GetMD5Hash(string path)
|
||||
{
|
||||
using (FileStream fs = new FileStream(path, FileMode.Open))
|
||||
{
|
||||
StringBuilder sb = new StringBuilder();
|
||||
MD5 md5 = MD5.Create();
|
||||
byte[] array = md5.ComputeHash(fs);
|
||||
fs.Close();
|
||||
for (int i = 0; i < array.Length; i++)
|
||||
{
|
||||
sb.Append(array[i].ToString("x2"));
|
||||
}
|
||||
return sb.ToString();
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,20 @@
|
||||
using System;
|
||||
using System.Collections.Generic;
|
||||
using System.Linq;
|
||||
using System.Text;
|
||||
using System.Threading.Tasks;
|
||||
|
||||
namespace MauiApp1.Utils
|
||||
{
|
||||
internal class SysConf
|
||||
{
|
||||
#if WINDOWS
|
||||
private static string _applicationBase = Microsoft.Maui.Storage.FileSystem.AppDataDirectory;// "/data/user/0/com.companyname.mauiapp1/files/AllModels";//"/data/data/com.companyname.mauiapp1/files/Assets";// AppDomain.CurrentDomain.BaseDirectory;//
|
||||
#else
|
||||
private static string _applicationBase = AppDomain.CurrentDomain.BaseDirectory;
|
||||
#endif
|
||||
public SysConf() { }
|
||||
|
||||
public static string ApplicationBase { get => _applicationBase; set => _applicationBase = value; }
|
||||
}
|
||||
}
|
||||
+51
@@ -0,0 +1,51 @@
|
||||
<Project Sdk="Microsoft.NET.Sdk">
|
||||
|
||||
<PropertyGroup>
|
||||
<OutputType>Exe</OutputType>
|
||||
<TargetFramework>net6.0</TargetFramework>
|
||||
<ImplicitUsings>enable</ImplicitUsings>
|
||||
<Nullable>enable</Nullable>
|
||||
<Platforms>AnyCPU;x64</Platforms>
|
||||
</PropertyGroup>
|
||||
|
||||
<ItemGroup>
|
||||
<None Remove="te21wv1n.h0a~" />
|
||||
</ItemGroup>
|
||||
|
||||
<ItemGroup>
|
||||
<PackageReference Include="CommandLineParser" Version="2.9.1" />
|
||||
<PackageReference Include="NAudio" Version="2.1.0" />
|
||||
</ItemGroup>
|
||||
|
||||
<ItemGroup>
|
||||
<ProjectReference Include="..\AliParaformerAsr\AliParaformerAsr.csproj" />
|
||||
</ItemGroup>
|
||||
|
||||
<ItemGroup>
|
||||
<None Update="speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx\am.mvn">
|
||||
<CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
|
||||
</None>
|
||||
<None Update="speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx\asr.yaml">
|
||||
<CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
|
||||
</None>
|
||||
<None Update="speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx\example\0.wav">
|
||||
<CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
|
||||
</None>
|
||||
<None Update="speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx\example\1.wav">
|
||||
<CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
|
||||
</None>
|
||||
<None Update="speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx\example\2.wav">
|
||||
<CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
|
||||
</None>
|
||||
<None Update="speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx\example\3.wav">
|
||||
<CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
|
||||
</None>
|
||||
<None Update="speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx\example\4.wav">
|
||||
<CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
|
||||
</None>
|
||||
<None Update="speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx\tokens.txt">
|
||||
<CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
|
||||
</None>
|
||||
</ItemGroup>
|
||||
|
||||
</Project>
|
||||
@@ -0,0 +1,116 @@
|
||||
using AliParaformerAsr;
|
||||
using CommandLine;
|
||||
using NAudio.Wave;
|
||||
|
||||
internal static class Program
|
||||
{
|
||||
|
||||
public class ProgramParams
|
||||
{
|
||||
[Option('i', "input", Required = true, HelpText = "Input wav file/folder path.")]
|
||||
public string WavFilePath { get; set; }
|
||||
|
||||
[Option('m', "model", Default = "speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx", HelpText = "Model path.")]
|
||||
public string Model { get; set; }
|
||||
}
|
||||
|
||||
[STAThread]
|
||||
private static void Main(string[] args)
|
||||
{
|
||||
var argParams = Parser.Default.ParseArguments<ProgramParams>(args).Value;
|
||||
|
||||
string modelPath = argParams.Model;
|
||||
if (!Directory.Exists(argParams.Model))
|
||||
{
|
||||
modelPath = Path.Combine(AppDomain.CurrentDomain.BaseDirectory, modelPath);
|
||||
if (!Directory.Exists(modelPath))
|
||||
{
|
||||
throw new DirectoryNotFoundException($"Model not found: {argParams.Model}");
|
||||
}
|
||||
}
|
||||
|
||||
string modelFilePath = Path.Combine(modelPath, "model_quant.onnx");
|
||||
string configFilePath = Path.Combine(modelPath, "asr.yaml");
|
||||
string mvnFilePath = Path.Combine(modelPath, "am.mvn");
|
||||
string tokensFilePath = Path.Combine(modelPath, "tokens.json");
|
||||
|
||||
|
||||
var offlineRecognizer = new OfflineRecognizer(modelFilePath, configFilePath, mvnFilePath, tokensFilePath, OnnxRumtimeTypes.CPU);
|
||||
|
||||
List<float[]> samples = new List<float[]>();
|
||||
TimeSpan total_duration = new TimeSpan(0L);
|
||||
|
||||
if (File.Exists(argParams.WavFilePath))
|
||||
{
|
||||
(var sample, var duration) = LoadWavFile(argParams.WavFilePath);
|
||||
|
||||
samples.Add(sample);
|
||||
total_duration += duration;
|
||||
}
|
||||
else if (Directory.Exists(argParams.WavFilePath))
|
||||
{
|
||||
var findWavCount = 0;
|
||||
|
||||
foreach (var wavFilePath in Directory.EnumerateFiles(argParams.WavFilePath, "*.wav"))
|
||||
{
|
||||
(var sample, var duration) = LoadWavFile(wavFilePath);
|
||||
|
||||
samples.Add(sample);
|
||||
total_duration += duration;
|
||||
findWavCount++;
|
||||
}
|
||||
|
||||
Console.WriteLine($"Total WAV files found: {findWavCount} duration：{total_duration}");
|
||||
}
|
||||
else
|
||||
{
|
||||
throw new Exception($"Invalid wav input path. {argParams.WavFilePath}");
|
||||
}
|
||||
|
||||
var start_time = DateTime.Now;
|
||||
|
||||
int batchSize = 1; // 输入参数支持批处理，但是实际效果提升有限，感觉还是负优化，等GPU版本优化后再试
|
||||
for (int i = 0; i < samples.Count; i += batchSize)
|
||||
{
|
||||
List<float[]> temp_samples = samples.Skip(i).Take(batchSize).ToList();
|
||||
|
||||
List<string> results = offlineRecognizer.GetResults(temp_samples);
|
||||
|
||||
foreach (string result in results)
|
||||
{
|
||||
Console.WriteLine(result);
|
||||
Console.WriteLine("");
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
var end_time = DateTime.Now;
|
||||
|
||||
double elapsed_milliseconds = (end_time - start_time).TotalMilliseconds;
|
||||
double rtf = elapsed_milliseconds / total_duration.TotalMilliseconds;
|
||||
|
||||
Console.WriteLine("elapsed_milliseconds:{0}", elapsed_milliseconds.ToString());
|
||||
Console.WriteLine("total_duration:{0}", total_duration.TotalMilliseconds.ToString());
|
||||
|
||||
// 实时因子是处理时间与音频时长的比值。
|
||||
// 例如，如果一个 10 秒的音频片段需要 5 秒来处理，那么实时因子就是 0.5。
|
||||
// 如果处理时间和音频时长相等，那么实时因子就是 1，这意味着系统以实时速度进行处理。
|
||||
// 数值越小，表示处理速度越快。
|
||||
// from chatgpt 解释
|
||||
Console.WriteLine("Real-Time Factor :{0}", rtf.ToString());
|
||||
Console.WriteLine("end!");
|
||||
}
|
||||
|
||||
private static (float[] sample, TimeSpan duration) LoadWavFile(string wavFilePath)
|
||||
{
|
||||
AudioFileReader _audioFileReader = new AudioFileReader(wavFilePath);
|
||||
byte[] datas = new byte[_audioFileReader.Length];
|
||||
_audioFileReader.Read(datas, 0, datas.Length);
|
||||
var duration = _audioFileReader.TotalTime;
|
||||
float[] wavdata = new float[datas.Length / 4];
|
||||
Buffer.BlockCopy(datas, 0, wavdata, 0, datas.Length);
|
||||
var sample = wavdata.Select((float x) => x * 32768f).ToArray();
|
||||
|
||||
return (sample, duration);
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,45 @@
|
||||
|
||||
Microsoft Visual Studio Solution File, Format Version 12.00
|
||||
# Visual Studio Version 17
|
||||
VisualStudioVersion = 17.1.32210.238
|
||||
MinimumVisualStudioVersion = 10.0.40219.1
|
||||
Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "AliParaformerAsr.Examples", "AliParaformerAsr.Examples\AliParaformerAsr.Examples.csproj", "{0CC20DAF-D6F4-481B-AE5F-09521DAC3CA2}"
|
||||
EndProject
|
||||
Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "AliParaformerAsr", "AliParaformerAsr\AliParaformerAsr.csproj", "{763DE8F4-D05C-4317-B627-3CE1B09431A3}"
|
||||
EndProject
|
||||
Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "Solution Items", "Solution Items", "{FC70D2F3-89D8-40D2-A59A-47D4960C508F}"
|
||||
ProjectSection(SolutionItems) = preProject
|
||||
LICENSE = LICENSE
|
||||
README.md = README.md
|
||||
EndProjectSection
|
||||
EndProject
|
||||
Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "MauiApp1", "AliParaformerAsr.Examples.MauiApp\MauiApp1.csproj", "{3190BB8F-83E1-42D8-B3CF-6C43BB419768}"
|
||||
EndProject
|
||||
Global
|
||||
GlobalSection(SolutionConfigurationPlatforms) = preSolution
|
||||
Debug|Any CPU = Debug|Any CPU
|
||||
Release|Any CPU = Release|Any CPU
|
||||
EndGlobalSection
|
||||
GlobalSection(ProjectConfigurationPlatforms) = postSolution
|
||||
{0CC20DAF-D6F4-481B-AE5F-09521DAC3CA2}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
|
||||
{0CC20DAF-D6F4-481B-AE5F-09521DAC3CA2}.Debug|Any CPU.Build.0 = Debug|Any CPU
|
||||
{0CC20DAF-D6F4-481B-AE5F-09521DAC3CA2}.Release|Any CPU.ActiveCfg = Release|Any CPU
|
||||
{0CC20DAF-D6F4-481B-AE5F-09521DAC3CA2}.Release|Any CPU.Build.0 = Release|Any CPU
|
||||
{763DE8F4-D05C-4317-B627-3CE1B09431A3}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
|
||||
{763DE8F4-D05C-4317-B627-3CE1B09431A3}.Debug|Any CPU.Build.0 = Debug|Any CPU
|
||||
{763DE8F4-D05C-4317-B627-3CE1B09431A3}.Release|Any CPU.ActiveCfg = Release|Any CPU
|
||||
{763DE8F4-D05C-4317-B627-3CE1B09431A3}.Release|Any CPU.Build.0 = Release|Any CPU
|
||||
{3190BB8F-83E1-42D8-B3CF-6C43BB419768}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
|
||||
{3190BB8F-83E1-42D8-B3CF-6C43BB419768}.Debug|Any CPU.Build.0 = Debug|Any CPU
|
||||
{3190BB8F-83E1-42D8-B3CF-6C43BB419768}.Debug|Any CPU.Deploy.0 = Debug|Any CPU
|
||||
{3190BB8F-83E1-42D8-B3CF-6C43BB419768}.Release|Any CPU.ActiveCfg = Release|Any CPU
|
||||
{3190BB8F-83E1-42D8-B3CF-6C43BB419768}.Release|Any CPU.Build.0 = Release|Any CPU
|
||||
{3190BB8F-83E1-42D8-B3CF-6C43BB419768}.Release|Any CPU.Deploy.0 = Release|Any CPU
|
||||
EndGlobalSection
|
||||
GlobalSection(SolutionProperties) = preSolution
|
||||
HideSolutionNode = FALSE
|
||||
EndGlobalSection
|
||||
GlobalSection(ExtensibilityGlobals) = postSolution
|
||||
SolutionGuid = {FADC677C-FC04-47A3-B4DE-704D30A42AF8}
|
||||
EndGlobalSection
|
||||
EndGlobal
|
||||
@@ -0,0 +1,18 @@
|
||||
<Project Sdk="Microsoft.NET.Sdk">
|
||||
|
||||
<PropertyGroup>
|
||||
<TargetFramework>net8.0</TargetFramework>
|
||||
<ImplicitUsings>enable</ImplicitUsings>
|
||||
<Nullable>enable</Nullable>
|
||||
</PropertyGroup>
|
||||
|
||||
<ItemGroup>
|
||||
<PackageReference Include="KaldiNativeFbankSharp" Version="1.1.2" />
|
||||
<PackageReference Include="Microsoft.Extensions.Logging" Version="7.0.0" />
|
||||
<PackageReference Include="Microsoft.ML.OnnxRuntime" Version="1.18.1" />
|
||||
<PackageReference Include="Microsoft.ML.OnnxRuntime.Managed" Version="1.18.1" />
|
||||
<PackageReference Include="Newtonsoft.Json" Version="13.0.3" />
|
||||
<PackageReference Include="YamlDotNet" Version="13.1.1" />
|
||||
</ItemGroup>
|
||||
|
||||
</Project>
|
||||
@@ -0,0 +1,43 @@
|
||||
// See https://github.com/manyeyes for more information
|
||||
// Copyright (c) 2024 by manyeyes
|
||||
using AliParaformerAsr.Model;
|
||||
using Microsoft.ML.OnnxRuntime;
|
||||
|
||||
namespace AliParaformerAsr
|
||||
{
|
||||
internal interface IOfflineProj
|
||||
{
|
||||
InferenceSession ModelSession
|
||||
{
|
||||
get;
|
||||
set;
|
||||
}
|
||||
int Blank_id
|
||||
{
|
||||
get;
|
||||
set;
|
||||
}
|
||||
int Sos_eos_id
|
||||
{
|
||||
get;
|
||||
set;
|
||||
}
|
||||
int Unk_id
|
||||
{
|
||||
get;
|
||||
set;
|
||||
}
|
||||
int SampleRate
|
||||
{
|
||||
get;
|
||||
set;
|
||||
}
|
||||
int FeatureDim
|
||||
{
|
||||
get;
|
||||
set;
|
||||
}
|
||||
internal ModelOutputEntity ModelProj(List<OfflineInputEntity> modelInputs);
|
||||
internal void Dispose();
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,19 @@
|
||||
// See https://github.com/manyeyes for more information
|
||||
// Copyright (c) 2023 by manyeyes
|
||||
using System;
|
||||
using System.Collections.Generic;
|
||||
using System.Linq;
|
||||
using System.Text;
|
||||
using System.Threading.Tasks;
|
||||
|
||||
namespace AliParaformerAsr.Model
|
||||
{
|
||||
internal class CmvnEntity
|
||||
{
|
||||
private List<float> _means = new List<float>();
|
||||
private List<float> _vars = new List<float>();
|
||||
|
||||
public List<float> Means { get => _means; set => _means = value; }
|
||||
public List<float> Vars { get => _vars; set => _vars = value; }
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,36 @@
|
||||
// See https://github.com/manyeyes for more information
|
||||
// Copyright (c) 2023 by manyeyes
|
||||
using System;
|
||||
using System.Collections.Generic;
|
||||
using System.Linq;
|
||||
using System.Text;
|
||||
using System.Threading.Tasks;
|
||||
|
||||
namespace AliParaformerAsr.Model
|
||||
{
|
||||
public class DecoderConfEntity
|
||||
{
|
||||
private int _attention_heads = 4;
|
||||
private int _linear_units = 2048;
|
||||
private int _num_blocks = 16;
|
||||
private float _dropout_rate = 0.1F;
|
||||
private float _positional_dropout_rate = 0.1F;
|
||||
private float _self_attention_dropout_rate= 0.1F;
|
||||
private float _src_attention_dropout_rate = 0.1F;
|
||||
private int _att_layer_num = 16;
|
||||
private int _kernel_size = 11;
|
||||
private int _sanm_shfit = 0;
|
||||
|
||||
public int attention_heads { get => _attention_heads; set => _attention_heads = value; }
|
||||
public int linear_units { get => _linear_units; set => _linear_units = value; }
|
||||
public int num_blocks { get => _num_blocks; set => _num_blocks = value; }
|
||||
public float dropout_rate { get => _dropout_rate; set => _dropout_rate = value; }
|
||||
public float positional_dropout_rate { get => _positional_dropout_rate; set => _positional_dropout_rate = value; }
|
||||
public float self_attention_dropout_rate { get => _self_attention_dropout_rate; set => _self_attention_dropout_rate = value; }
|
||||
public float src_attention_dropout_rate { get => _src_attention_dropout_rate; set => _src_attention_dropout_rate = value; }
|
||||
public int att_layer_num { get => _att_layer_num; set => _att_layer_num = value; }
|
||||
public int kernel_size { get => _kernel_size; set => _kernel_size = value; }
|
||||
public int sanm_shfit { get => _sanm_shfit; set => _sanm_shfit = value; }
|
||||
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,41 @@
|
||||
// See https://github.com/manyeyes for more information
|
||||
// Copyright (c) 2023 by manyeyes
|
||||
using System;
|
||||
using System.Collections.Generic;
|
||||
using System.Linq;
|
||||
using System.Text;
|
||||
using System.Threading.Tasks;
|
||||
|
||||
namespace AliParaformerAsr.Model
|
||||
{
|
||||
public class EncoderConfEntity
|
||||
{
|
||||
private int _output_size = 512;
|
||||
private int _attention_heads = 4;
|
||||
private int _linear_units = 2048;
|
||||
private int _num_blocks = 50;
|
||||
private float _dropout_rate = 0.1F;
|
||||
private float _positional_dropout_rate = 0.1F;
|
||||
private float _attention_dropout_rate= 0.1F;
|
||||
private string _input_layer = "pe";
|
||||
private string _pos_enc_class = "SinusoidalPositionEncoder";
|
||||
private bool _normalize_before = true;
|
||||
private int _kernel_size = 11;
|
||||
private int _sanm_shfit = 0;
|
||||
private string _selfattention_layer_type = "sanm";
|
||||
|
||||
public int output_size { get => _output_size; set => _output_size = value; }
|
||||
public int attention_heads { get => _attention_heads; set => _attention_heads = value; }
|
||||
public int linear_units { get => _linear_units; set => _linear_units = value; }
|
||||
public int num_blocks { get => _num_blocks; set => _num_blocks = value; }
|
||||
public float dropout_rate { get => _dropout_rate; set => _dropout_rate = value; }
|
||||
public float positional_dropout_rate { get => _positional_dropout_rate; set => _positional_dropout_rate = value; }
|
||||
public float attention_dropout_rate { get => _attention_dropout_rate; set => _attention_dropout_rate = value; }
|
||||
public string input_layer { get => _input_layer; set => _input_layer = value; }
|
||||
public string pos_enc_class { get => _pos_enc_class; set => _pos_enc_class = value; }
|
||||
public bool normalize_before { get => _normalize_before; set => _normalize_before = value; }
|
||||
public int kernel_size { get => _kernel_size; set => _kernel_size = value; }
|
||||
public int sanm_shfit { get => _sanm_shfit; set => _sanm_shfit = value; }
|
||||
public string selfattention_layer_type { get => _selfattention_layer_type; set => _selfattention_layer_type = value; }
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,27 @@
|
||||
// See https://github.com/manyeyes for more information
|
||||
// Copyright (c) 2023 by manyeyes
|
||||
namespace AliParaformerAsr.Model
|
||||
{
|
||||
public class FrontendConfEntity
|
||||
{
|
||||
private int _fs = 16000;
|
||||
private string _window = "hamming";
|
||||
private int _n_mels = 80;
|
||||
private int _frame_length = 25;
|
||||
private int _frame_shift = 10;
|
||||
private float _dither = 1.0F;
|
||||
private int _lfr_m = 7;
|
||||
private int _lfr_n = 6;
|
||||
private bool _snip_edges = false;
|
||||
|
||||
public int fs { get => _fs; set => _fs = value; }
|
||||
public string window { get => _window; set => _window = value; }
|
||||
public int n_mels { get => _n_mels; set => _n_mels = value; }
|
||||
public int frame_length { get => _frame_length; set => _frame_length = value; }
|
||||
public int frame_shift { get => _frame_shift; set => _frame_shift = value; }
|
||||
public float dither { get => _dither; set => _dither = value; }
|
||||
public int lfr_m { get => _lfr_m; set => _lfr_m = value; }
|
||||
public int lfr_n { get => _lfr_n; set => _lfr_n = value; }
|
||||
public bool snip_edges { get => _snip_edges; set => _snip_edges = value; }
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,27 @@
|
||||
// See https://github.com/manyeyes for more information
|
||||
// Copyright (c) 2023 by manyeyes
|
||||
namespace AliParaformerAsr.Model
|
||||
{
|
||||
public class ModelConfEntity
|
||||
{
|
||||
private float _ctc_weight = 0.0F;
|
||||
private float _lsm_weight = 0.1F;
|
||||
private bool _length_normalized_loss = true;
|
||||
private float _predictor_weight = 1.0F;
|
||||
private int _predictor_bias = 1;
|
||||
private float _sampling_ratio = 0.75F;
|
||||
private int _sos = 1;
|
||||
private int _eos = 2;
|
||||
private int _ignore_id = -1;
|
||||
|
||||
public float ctc_weight { get => _ctc_weight; set => _ctc_weight = value; }
|
||||
public float lsm_weight { get => _lsm_weight; set => _lsm_weight = value; }
|
||||
public bool length_normalized_loss { get => _length_normalized_loss; set => _length_normalized_loss = value; }
|
||||
public float predictor_weight { get => _predictor_weight; set => _predictor_weight = value; }
|
||||
public int predictor_bias { get => _predictor_bias; set => _predictor_bias = value; }
|
||||
public float sampling_ratio { get => _sampling_ratio; set => _sampling_ratio = value; }
|
||||
public int sos { get => _sos; set => _sos = value; }
|
||||
public int eos { get => _eos; set => _eos = value; }
|
||||
public int ignore_id { get => _ignore_id; set => _ignore_id = value; }
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,17 @@
|
||||
// See https://github.com/manyeyes for more information
|
||||
// Copyright (c) 2024 by manyeyes
|
||||
using Microsoft.ML.OnnxRuntime.Tensors;
|
||||
|
||||
namespace AliParaformerAsr.Model
|
||||
{
|
||||
internal class ModelOutputEntity
|
||||
{
|
||||
private Tensor<float>? _model_out;
|
||||
private int[]? _model_out_lens;
|
||||
private Tensor<float>? _cif_peak_tensor;
|
||||
|
||||
public Tensor<float>? model_out { get => _model_out; set => _model_out = value; }
|
||||
public int[]? model_out_lens { get => _model_out_lens; set => _model_out_lens = value; }
|
||||
public Tensor<float>? cif_peak_tensor { get => _cif_peak_tensor; set => _cif_peak_tensor = value; }
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,14 @@
|
||||
// See https://github.com/manyeyes for more information
|
||||
// Copyright (c) 2023 by manyeyes
|
||||
namespace AliParaformerAsr.Model
|
||||
{
|
||||
public class OfflineInputEntity
|
||||
{
|
||||
private float[]? _speech;
|
||||
private int _speech_length;
|
||||
|
||||
//public List<float[]>? speech { get; set; }
|
||||
public float[]? Speech { get; set; }
|
||||
public int SpeechLength { get; set; }
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,18 @@
|
||||
// See https://github.com/manyeyes for more information
|
||||
// Copyright (c) 2023 by manyeyes
|
||||
namespace AliParaformerAsr.Model
|
||||
{
|
||||
public class OfflineOutputEntity
|
||||
{
|
||||
|
||||
private float[]? logits;
|
||||
private long[]? _token_num;
|
||||
private List<int[]>? _token_nums=new List<int[]>() { new int[4]};
|
||||
private int[] _token_nums_length;
|
||||
|
||||
public float[]? Logits { get => logits; set => logits = value; }
|
||||
public long[]? Token_num { get => _token_num; set => _token_num = value; }
|
||||
public List<int[]>? Token_nums { get => _token_nums; set => _token_nums = value; }
|
||||
public int[] Token_nums_length { get => _token_nums_length; set => _token_nums_length = value; }
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,48 @@
|
||||
// See https://github.com/manyeyes for more information
|
||||
// Copyright (c) 2023 by manyeyes
|
||||
using System;
|
||||
using System.Collections.Generic;
|
||||
using System.Linq;
|
||||
using System.Text;
|
||||
using System.Threading.Tasks;
|
||||
|
||||
namespace AliParaformerAsr.Model
|
||||
{
|
||||
internal class OfflineYamlEntity
|
||||
{
|
||||
private int _input_size;
|
||||
private string _frontend = "wav_frontend";
|
||||
private FrontendConfEntity _frontend_conf = new FrontendConfEntity();
|
||||
private string _model = "paraformer";
|
||||
private ModelConfEntity _model_conf = new ModelConfEntity();
|
||||
private string _preencoder = string.Empty;
|
||||
private PostEncoderConfEntity _preencoder_conf = new PostEncoderConfEntity();
|
||||
private string _encoder = "sanm";
|
||||
private EncoderConfEntity _encoder_conf = new EncoderConfEntity();
|
||||
private string _postencoder = string.Empty;
|
||||
private PostEncoderConfEntity _postencoder_conf = new PostEncoderConfEntity();
|
||||
private string _decoder = "paraformer_decoder_sanm";
|
||||
private DecoderConfEntity _decoder_conf = new DecoderConfEntity();
|
||||
private string _predictor = "cif_predictor_v2";
|
||||
private PredictorConfEntity _predictor_conf = new PredictorConfEntity();
|
||||
private string _version = string.Empty;
|
||||
|
||||
|
||||
public int input_size { get => _input_size; set => _input_size = value; }
|
||||
public string frontend { get => _frontend; set => _frontend = value; }
|
||||
public FrontendConfEntity frontend_conf { get => _frontend_conf; set => _frontend_conf = value; }
|
||||
public string model { get => _model; set => _model = value; }
|
||||
public ModelConfEntity model_conf { get => _model_conf; set => _model_conf = value; }
|
||||
public string preencoder { get => _preencoder; set => _preencoder = value; }
|
||||
public PostEncoderConfEntity preencoder_conf { get => _preencoder_conf; set => _preencoder_conf = value; }
|
||||
public string encoder { get => _encoder; set => _encoder = value; }
|
||||
public EncoderConfEntity encoder_conf { get => _encoder_conf; set => _encoder_conf = value; }
|
||||
public string postencoder { get => _postencoder; set => _postencoder = value; }
|
||||
public PostEncoderConfEntity postencoder_conf { get => _postencoder_conf; set => _postencoder_conf = value; }
|
||||
public string decoder { get => _decoder; set => _decoder = value; }
|
||||
public DecoderConfEntity decoder_conf { get => _decoder_conf; set => _decoder_conf = value; }
|
||||
public string predictor { get => _predictor; set => _predictor = value; }
|
||||
public string version { get => _version; set => _version = value; }
|
||||
public PredictorConfEntity predictor_conf { get => _predictor_conf; set => _predictor_conf = value; }
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,14 @@
|
||||
// See https://github.com/manyeyes for more information
|
||||
// Copyright (c) 2023 by manyeyes
|
||||
using System;
|
||||
using System.Collections.Generic;
|
||||
using System.Linq;
|
||||
using System.Text;
|
||||
using System.Threading.Tasks;
|
||||
|
||||
namespace AliParaformerAsr.Model
|
||||
{
|
||||
public class PostEncoderConfEntity
|
||||
{
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,14 @@
|
||||
// See https://github.com/manyeyes for more information
|
||||
// Copyright (c) 2023 by manyeyes
|
||||
using System;
|
||||
using System.Collections.Generic;
|
||||
using System.Linq;
|
||||
using System.Text;
|
||||
using System.Threading.Tasks;
|
||||
|
||||
namespace AliParaformerAsr.Model
|
||||
{
|
||||
public class PreEncoderConfEntity
|
||||
{
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,25 @@
|
||||
// See https://github.com/manyeyes for more information
|
||||
// Copyright (c) 2023 by manyeyes
|
||||
using System;
|
||||
using System.Collections.Generic;
|
||||
using System.Linq;
|
||||
using System.Text;
|
||||
using System.Threading.Tasks;
|
||||
|
||||
namespace AliParaformerAsr.Model
|
||||
{
|
||||
public class PredictorConfEntity
|
||||
{
|
||||
private int _idim = 512;
|
||||
private float _threshold = 1.0F;
|
||||
private int _l_order = 1;
|
||||
private int _r_order = 1;
|
||||
private float _tail_threshold = 0.45F;
|
||||
|
||||
public int idim { get => _idim; set => _idim = value; }
|
||||
public float threshold { get => _threshold; set => _threshold = value; }
|
||||
public int l_order { get => _l_order; set => _l_order = value; }
|
||||
public int r_order { get => _r_order; set => _r_order = value; }
|
||||
public float tail_threshold { get => _tail_threshold; set => _tail_threshold = value; }
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,72 @@
|
||||
// See https://github.com/manyeyes for more information
|
||||
// Copyright (c) 2024 by manyeyes
|
||||
using Microsoft.ML.OnnxRuntime;
|
||||
|
||||
namespace AliParaformerAsr
|
||||
{
|
||||
public enum OnnxRumtimeTypes
|
||||
{
|
||||
CPU = 0,
|
||||
|
||||
DML = 1,
|
||||
|
||||
CUDA = 2,
|
||||
}
|
||||
public class OfflineModel
|
||||
{
|
||||
private InferenceSession _modelSession;
|
||||
private int _blank_id = 0;
|
||||
private int sos_eos_id = 1;
|
||||
private int _unk_id = 2;
|
||||
private int _featureDim = 80;
|
||||
private int _sampleRate = 16000;
|
||||
|
||||
public OfflineModel(string modelFilePath, int threadsNum = 2, OnnxRumtimeTypes rumtimeType = OnnxRumtimeTypes.CPU, int deviceId = 0)
|
||||
{
|
||||
_modelSession = initModel(modelFilePath, threadsNum, rumtimeType, deviceId);
|
||||
}
|
||||
public int Blank_id { get => _blank_id; set => _blank_id = value; }
|
||||
public int Sos_eos_id { get => sos_eos_id; set => sos_eos_id = value; }
|
||||
public int Unk_id { get => _unk_id; set => _unk_id = value; }
|
||||
public int FeatureDim { get => _featureDim; set => _featureDim = value; }
|
||||
public InferenceSession ModelSession { get => _modelSession; set => _modelSession = value; }
|
||||
public int SampleRate { get => _sampleRate; set => _sampleRate = value; }
|
||||
|
||||
public InferenceSession initModel(string modelFilePath, int threadsNum = 2, OnnxRumtimeTypes rumtimeType = OnnxRumtimeTypes.CPU, int deviceId = 0)
|
||||
{
|
||||
var options = new SessionOptions();
|
||||
switch (rumtimeType)
|
||||
{
|
||||
case OnnxRumtimeTypes.DML:
|
||||
options.AppendExecutionProvider_DML(deviceId);
|
||||
break;
|
||||
case OnnxRumtimeTypes.CUDA:
|
||||
options.AppendExecutionProvider_CUDA(deviceId);
|
||||
break;
|
||||
default:
|
||||
options.AppendExecutionProvider_CPU(deviceId);
|
||||
break;
|
||||
}
|
||||
//options.LogSeverityLevel = OrtLoggingLevel.ORT_LOGGING_LEVEL_INFO;
|
||||
options.InterOpNumThreads = threadsNum;
|
||||
InferenceSession onnxSession = new InferenceSession(modelFilePath, options);
|
||||
return onnxSession;
|
||||
}
|
||||
protected virtual void Dispose(bool disposing)
|
||||
{
|
||||
if (disposing)
|
||||
{
|
||||
if (_modelSession != null)
|
||||
{
|
||||
_modelSession.Dispose();
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
internal void Dispose()
|
||||
{
|
||||
Dispose(disposing: true);
|
||||
GC.SuppressFinalize(this);
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,113 @@
|
||||
// See https://github.com/manyeyes for more information
|
||||
// Copyright (c) 2024 by manyeyes
|
||||
using AliParaformerAsr.Model;
|
||||
using Microsoft.ML.OnnxRuntime;
|
||||
using Microsoft.ML.OnnxRuntime.Tensors;
|
||||
using AliParaformerAsr.Utils;
|
||||
|
||||
namespace AliParaformerAsr
|
||||
{
|
||||
internal class OfflineProjOfParaformer : IOfflineProj, IDisposable
|
||||
{
|
||||
// To detect redundant calls
|
||||
private bool _disposed;
|
||||
|
||||
private InferenceSession _modelSession;
|
||||
private int _blank_id = 0;
|
||||
private int _sos_eos_id = 1;
|
||||
private int _unk_id = 2;
|
||||
|
||||
private int _featureDim = 80;
|
||||
private int _sampleRate = 16000;
|
||||
|
||||
public OfflineProjOfParaformer(OfflineModel offlineModel)
|
||||
{
|
||||
_modelSession = offlineModel.ModelSession;
|
||||
_blank_id = offlineModel.Blank_id;
|
||||
_sos_eos_id = offlineModel.Sos_eos_id;
|
||||
_unk_id = offlineModel.Unk_id;
|
||||
_featureDim = offlineModel.FeatureDim;
|
||||
_sampleRate = offlineModel.SampleRate;
|
||||
}
|
||||
public InferenceSession ModelSession { get => _modelSession; set => _modelSession = value; }
|
||||
public int Blank_id { get => _blank_id; set => _blank_id = value; }
|
||||
public int Sos_eos_id { get => _sos_eos_id; set => _sos_eos_id = value; }
|
||||
public int Unk_id { get => _unk_id; set => _unk_id = value; }
|
||||
public int FeatureDim { get => _featureDim; set => _featureDim = value; }
|
||||
public int SampleRate { get => _sampleRate; set => _sampleRate = value; }
|
||||
|
||||
public ModelOutputEntity ModelProj(List<OfflineInputEntity> modelInputs)
|
||||
{
|
||||
int batchSize = modelInputs.Count;
|
||||
float[] padSequence = PadHelper.PadSequence(modelInputs);
|
||||
var inputMeta = _modelSession.InputMetadata;
|
||||
var container = new List<NamedOnnxValue>();
|
||||
foreach (var name in inputMeta.Keys)
|
||||
{
|
||||
if (name == "speech")
|
||||
{
|
||||
int[] dim = new int[] { batchSize, padSequence.Length / 560 / batchSize, 560 };
|
||||
var tensor = new DenseTensor<float>(padSequence, dim, false);
|
||||
container.Add(NamedOnnxValue.CreateFromTensor<float>(name, tensor));
|
||||
}
|
||||
if (name == "speech_lengths")
|
||||
{
|
||||
int[] dim = new int[] { batchSize };
|
||||
int[] speech_lengths = new int[batchSize];
|
||||
for (int i = 0; i < batchSize; i++)
|
||||
{
|
||||
speech_lengths[i] = padSequence.Length / 560 / batchSize;
|
||||
}
|
||||
var tensor = new DenseTensor<int>(speech_lengths, dim, false);
|
||||
container.Add(NamedOnnxValue.CreateFromTensor<int>(name, tensor));
|
||||
}
|
||||
}
|
||||
ModelOutputEntity modelOutputEntity = new ModelOutputEntity();
|
||||
try
|
||||
{
|
||||
IDisposableReadOnlyCollection<DisposableNamedOnnxValue> results = _modelSession.Run(container);
|
||||
|
||||
if (results != null)
|
||||
{
|
||||
var resultsArray = results.ToArray();
|
||||
modelOutputEntity.model_out = resultsArray[0].AsTensor<float>();
|
||||
modelOutputEntity.model_out_lens = resultsArray[1].AsEnumerable<int>().ToArray();
|
||||
if (resultsArray.Length >= 4)
|
||||
{
|
||||
Tensor<float> cif_peak_tensor = resultsArray[3].AsTensor<float>();
|
||||
modelOutputEntity.cif_peak_tensor = cif_peak_tensor;
|
||||
}
|
||||
}
|
||||
}
|
||||
catch (Exception ex)
|
||||
{
|
||||
//
|
||||
}
|
||||
return modelOutputEntity;
|
||||
}
|
||||
protected virtual void Dispose(bool disposing)
|
||||
{
|
||||
if (!_disposed)
|
||||
{
|
||||
if (disposing)
|
||||
{
|
||||
if (_modelSession != null)
|
||||
{
|
||||
_modelSession.Dispose();
|
||||
}
|
||||
}
|
||||
_disposed = true;
|
||||
}
|
||||
}
|
||||
|
||||
public void Dispose()
|
||||
{
|
||||
Dispose(disposing: true);
|
||||
GC.SuppressFinalize(this);
|
||||
}
|
||||
~OfflineProjOfParaformer()
|
||||
{
|
||||
Dispose(_disposed);
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,156 @@
|
||||
// See https://github.com/manyeyes for more information
|
||||
// Copyright (c) 2024 by manyeyes
|
||||
using AliParaformerAsr.Model;
|
||||
using Microsoft.ML.OnnxRuntime;
|
||||
using Microsoft.ML.OnnxRuntime.Tensors;
|
||||
using AliParaformerAsr.Utils;
|
||||
|
||||
namespace AliParaformerAsr
|
||||
{
|
||||
internal class OfflineProjOfSenseVoiceSmall : IOfflineProj, IDisposable
|
||||
{
|
||||
// To detect redundant calls
|
||||
private bool _disposed;
|
||||
|
||||
private InferenceSession _modelSession;
|
||||
private int _blank_id = 0;
|
||||
private int _sos_eos_id = 1;
|
||||
private int _unk_id = 2;
|
||||
|
||||
private int _featureDim = 80;
|
||||
private int _sampleRate = 16000;
|
||||
|
||||
private bool _use_itn = false;
|
||||
private string _textnorm = "woitn";
|
||||
private Dictionary<string, int> _lidDict = new Dictionary<string, int>() { { "auto", 0 }, { "zh", 3 }, { "en", 4 }, { "yue", 7 }, { "ja", 11 }, { "ko", 12 }, { "nospeech", 13 } };
|
||||
private Dictionary<int, int> _lidIntDict = new Dictionary<int, int>() { { 24884, 3 }, { 24885, 4 }, { 24888, 7 }, { 24892, 11 }, { 24896, 12 }, { 24992, 13 } };
|
||||
private Dictionary<string, int> _textnormDict = new Dictionary<string, int>() { { "withitn", 14 }, { "woitn", 15 } };
|
||||
private Dictionary<int, int> _textnormIntDict = new Dictionary<int, int>() { { 25016, 14 }, { 25017, 15 } };
|
||||
|
||||
public OfflineProjOfSenseVoiceSmall(OfflineModel offlineModel)
|
||||
{
|
||||
_modelSession = offlineModel.ModelSession;
|
||||
_blank_id = offlineModel.Blank_id;
|
||||
_sos_eos_id = offlineModel.Sos_eos_id;
|
||||
_unk_id = offlineModel.Unk_id;
|
||||
_featureDim = offlineModel.FeatureDim;
|
||||
_sampleRate = offlineModel.SampleRate;
|
||||
}
|
||||
public InferenceSession ModelSession { get => _modelSession; set => _modelSession = value; }
|
||||
public int Blank_id { get => _blank_id; set => _blank_id = value; }
|
||||
public int Sos_eos_id { get => _sos_eos_id; set => _sos_eos_id = value; }
|
||||
public int Unk_id { get => _unk_id; set => _unk_id = value; }
|
||||
public int FeatureDim { get => _featureDim; set => _featureDim = value; }
|
||||
public int SampleRate { get => _sampleRate; set => _sampleRate = value; }
|
||||
|
||||
public ModelOutputEntity ModelProj(List<OfflineInputEntity> modelInputs)
|
||||
{
|
||||
int batchSize = modelInputs.Count;
|
||||
float[] padSequence = PadHelper.PadSequence(modelInputs);
|
||||
//
|
||||
string languageValue = "ja";
|
||||
int languageId = 0;
|
||||
if (_lidDict.ContainsKey(languageValue))
|
||||
{
|
||||
languageId = _lidDict.GetValueOrDefault(languageValue);
|
||||
}
|
||||
string textnormValue = "withitn";
|
||||
int textnormId = 15;
|
||||
if (_textnormDict.ContainsKey(textnormValue))
|
||||
{
|
||||
textnormId = _textnormDict.GetValueOrDefault(textnormValue);
|
||||
}
|
||||
var inputMeta = _modelSession.InputMetadata;
|
||||
var container = new List<NamedOnnxValue>();
|
||||
foreach (var name in inputMeta.Keys)
|
||||
{
|
||||
if (name == "speech")
|
||||
{
|
||||
int[] dim = new int[] { batchSize, padSequence.Length / 560 / batchSize, 560 };
|
||||
var tensor = new DenseTensor<float>(padSequence, dim, false);
|
||||
container.Add(NamedOnnxValue.CreateFromTensor<float>(name, tensor));
|
||||
}
|
||||
if (name == "speech_lengths")
|
||||
{
|
||||
|
||||
int[] dim = new int[] { batchSize };
|
||||
int[] speech_lengths = new int[batchSize];
|
||||
for (int i = 0; i < batchSize; i++)
|
||||
{
|
||||
speech_lengths[i] = padSequence.Length / 560 / batchSize;
|
||||
}
|
||||
var tensor = new DenseTensor<int>(speech_lengths, dim, false);
|
||||
container.Add(NamedOnnxValue.CreateFromTensor<int>(name, tensor));
|
||||
}
|
||||
if (name == "language")
|
||||
{
|
||||
int[] language = new int[batchSize];
|
||||
for (int i = 0; i < batchSize; i++)
|
||||
{
|
||||
language[i] = languageId;
|
||||
}
|
||||
int[] dim = new int[] { batchSize };
|
||||
var tensor = new DenseTensor<int>(language, dim, false);
|
||||
container.Add(NamedOnnxValue.CreateFromTensor<int>(name, tensor));
|
||||
}
|
||||
if (name == "textnorm")
|
||||
{
|
||||
int[] textnorm = new int[batchSize];
|
||||
for (int i = 0; i < batchSize; i++)
|
||||
{
|
||||
textnorm[i] = textnormId;
|
||||
}
|
||||
int[] dim = new int[] { batchSize };
|
||||
var tensor = new DenseTensor<int>(textnorm, dim, false);
|
||||
container.Add(NamedOnnxValue.CreateFromTensor<int>(name, tensor));
|
||||
}
|
||||
}
|
||||
ModelOutputEntity modelOutputEntity = new ModelOutputEntity();
|
||||
try
|
||||
{
|
||||
IDisposableReadOnlyCollection<DisposableNamedOnnxValue> results = _modelSession.Run(container);
|
||||
|
||||
if (results != null)
|
||||
{
|
||||
var resultsArray = results.ToArray();
|
||||
modelOutputEntity.model_out = resultsArray[0].AsTensor<float>();
|
||||
modelOutputEntity.model_out_lens = resultsArray[1].AsEnumerable<int>().ToArray();
|
||||
if (resultsArray.Length >= 4)
|
||||
{
|
||||
Tensor<float> cif_peak_tensor = resultsArray[3].AsTensor<float>();
|
||||
modelOutputEntity.cif_peak_tensor = cif_peak_tensor;
|
||||
}
|
||||
}
|
||||
}
|
||||
catch (Exception ex)
|
||||
{
|
||||
//
|
||||
}
|
||||
return modelOutputEntity;
|
||||
}
|
||||
protected virtual void Dispose(bool disposing)
|
||||
{
|
||||
if (!_disposed)
|
||||
{
|
||||
if (disposing)
|
||||
{
|
||||
if (_modelSession != null)
|
||||
{
|
||||
_modelSession.Dispose();
|
||||
}
|
||||
}
|
||||
_disposed = true;
|
||||
}
|
||||
}
|
||||
|
||||
public void Dispose()
|
||||
{
|
||||
Dispose(disposing: true);
|
||||
GC.SuppressFinalize(this);
|
||||
}
|
||||
~OfflineProjOfSenseVoiceSmall()
|
||||
{
|
||||
Dispose(_disposed);
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,204 @@
|
||||
// See https://github.com/manyeyes for more information
|
||||
// Copyright (c) 2024 by manyeyes
|
||||
using AliParaformerAsr.Model;
|
||||
using AliParaformerAsr.Utils;
|
||||
using Microsoft.Extensions.Logging;
|
||||
using Microsoft.ML.OnnxRuntime;
|
||||
using Microsoft.ML.OnnxRuntime.Tensors;
|
||||
using Newtonsoft.Json.Linq;
|
||||
using System.Text.RegularExpressions;
|
||||
|
||||
// 模型文件地址： https://modelscope.cn/models/iic/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx
|
||||
// 模型文件地址： https://www.modelscope.cn/models/manyeyes/sensevoice-small-onnx
|
||||
namespace AliParaformerAsr
|
||||
{
|
||||
/// <summary>
|
||||
/// offline recognizer package
|
||||
/// Copyright (c) 2023 by manyeyes
|
||||
/// </summary>
|
||||
public class OfflineRecognizer
|
||||
{
|
||||
private InferenceSession _onnxSession;
|
||||
private readonly ILogger<OfflineRecognizer> _logger;
|
||||
private WavFrontend _wavFrontend;
|
||||
private string _frontend;
|
||||
private FrontendConfEntity _frontendConfEntity;
|
||||
private string[] _tokens;
|
||||
private IOfflineProj? _offlineProj;
|
||||
private OfflineModel _offlineModel;
|
||||
|
||||
/// <summary>
|
||||
///
|
||||
/// </summary>
|
||||
/// <param name="modelFilePath"></param>
|
||||
/// <param name="configFilePath"></param>
|
||||
/// <param name="mvnFilePath"></param>
|
||||
/// <param name="tokensFilePath"></param>
|
||||
/// <param name="rumtimeType">可以选择gpu，但是目前情况下，不建议使用，因为性能提升有限</param>
|
||||
/// <param name="deviceId">设备id，多显卡时用于指定执行的显卡</param>
|
||||
/// <param name="batchSize"></param>
|
||||
/// <param name="threadsNum"></param>
|
||||
/// <exception cref="ArgumentException"></exception>
|
||||
public OfflineRecognizer(string modelFilePath, string configFilePath, string mvnFilePath, string tokensFilePath, int threadsNum = 1, OnnxRumtimeTypes rumtimeType = OnnxRumtimeTypes.CPU, int deviceId = 0)
|
||||
{
|
||||
_offlineModel = new OfflineModel(modelFilePath, threadsNum);
|
||||
|
||||
string[] tokenLines;
|
||||
if (tokensFilePath.EndsWith(".txt"))
|
||||
{
|
||||
tokenLines = File.ReadAllLines(tokensFilePath);
|
||||
}
|
||||
else if (tokensFilePath.EndsWith(".json"))
|
||||
{
|
||||
string jsonContent = File.ReadAllText(tokensFilePath);
|
||||
JArray tokenArray = JArray.Parse(jsonContent);
|
||||
tokenLines = tokenArray.Select(t => t.ToString()).ToArray();
|
||||
}
|
||||
else
|
||||
{
|
||||
throw new ArgumentException("Invalid tokens file format. Only .txt and .json are supported.");
|
||||
}
|
||||
|
||||
_tokens = tokenLines;
|
||||
|
||||
OfflineYamlEntity offlineYamlEntity = YamlHelper.ReadYaml<OfflineYamlEntity>(configFilePath);
|
||||
switch (offlineYamlEntity.model.ToLower())
|
||||
{
|
||||
case "paraformer":
|
||||
_offlineProj = new OfflineProjOfParaformer(_offlineModel);
|
||||
break;
|
||||
case "sensevoicesmall":
|
||||
_offlineProj = new OfflineProjOfSenseVoiceSmall(_offlineModel);
|
||||
break;
|
||||
default:
|
||||
_offlineProj = null;
|
||||
break;
|
||||
}
|
||||
_wavFrontend = new WavFrontend(mvnFilePath, offlineYamlEntity.frontend_conf);
|
||||
_frontend = offlineYamlEntity.frontend;
|
||||
_frontendConfEntity = offlineYamlEntity.frontend_conf;
|
||||
ILoggerFactory loggerFactory = new LoggerFactory();
|
||||
_logger = new Logger<OfflineRecognizer>(loggerFactory);
|
||||
}
|
||||
|
||||
public List<string> GetResults(List<float[]> samples)
|
||||
{
|
||||
_logger.LogInformation("get features begin");
|
||||
List<OfflineInputEntity> offlineInputEntities = ExtractFeats(samples);
|
||||
OfflineOutputEntity modelOutput = Forward(offlineInputEntities);
|
||||
List<string> text_results = DecodeMulti(modelOutput.Token_nums);
|
||||
return text_results;
|
||||
}
|
||||
|
||||
private List<OfflineInputEntity> ExtractFeats(List<float[]> waveform_list)
|
||||
{
|
||||
List<float[]> in_cache = new List<float[]>();
|
||||
List<OfflineInputEntity> offlineInputEntities = new List<OfflineInputEntity>();
|
||||
foreach (var waveform in waveform_list)
|
||||
{
|
||||
float[] fbanks = _wavFrontend.GetFbank(waveform);
|
||||
float[] features = _wavFrontend.LfrCmvn(fbanks);
|
||||
OfflineInputEntity offlineInputEntity = new OfflineInputEntity();
|
||||
offlineInputEntity.Speech = features;
|
||||
offlineInputEntity.SpeechLength = features.Length;
|
||||
offlineInputEntities.Add(offlineInputEntity);
|
||||
}
|
||||
return offlineInputEntities;
|
||||
}
|
||||
|
||||
private OfflineOutputEntity Forward(List<OfflineInputEntity> modelInputs)
|
||||
{
|
||||
OfflineOutputEntity offlineOutputEntity = new OfflineOutputEntity();
|
||||
try
|
||||
{
|
||||
ModelOutputEntity modelOutputEntity = _offlineProj.ModelProj(modelInputs);
|
||||
if (modelOutputEntity != null)
|
||||
{
|
||||
offlineOutputEntity.Token_nums_length = modelOutputEntity.model_out_lens.AsEnumerable<int>().ToArray();
|
||||
Tensor<float> logits_tensor = modelOutputEntity.model_out;
|
||||
List<int[]> token_nums = new List<int[]> { };
|
||||
|
||||
for (int i = 0; i < logits_tensor.Dimensions[0]; i++)
|
||||
{
|
||||
int[] item = new int[logits_tensor.Dimensions[1]];
|
||||
for (int j = 0; j < logits_tensor.Dimensions[1]; j++)
|
||||
{
|
||||
int token_num = 0;
|
||||
for (int k = 1; k < logits_tensor.Dimensions[2]; k++)
|
||||
{
|
||||
token_num = logits_tensor[i, j, token_num] > logits_tensor[i, j, k] ? token_num : k;
|
||||
}
|
||||
item[j] = (int)token_num;
|
||||
}
|
||||
token_nums.Add(item);
|
||||
}
|
||||
offlineOutputEntity.Token_nums = token_nums;
|
||||
}
|
||||
}
|
||||
catch (Exception ex)
|
||||
{
|
||||
//
|
||||
}
|
||||
|
||||
|
||||
return offlineOutputEntity;
|
||||
}
|
||||
|
||||
private List<string> DecodeMulti(List<int[]> token_nums)
|
||||
{
|
||||
List<string> text_results = new List<string>();
|
||||
#pragma warning disable CS8602 // 解引用可能出现空引用。
|
||||
foreach (int[] token_num in token_nums)
|
||||
{
|
||||
string text_result = "";
|
||||
foreach (int token in token_num)
|
||||
{
|
||||
if (token == 2)
|
||||
{
|
||||
break;
|
||||
}
|
||||
|
||||
string tokenChar = _tokens[token].Split("\t")[0];
|
||||
|
||||
if (tokenChar != "</s>" && tokenChar != "<s>" && tokenChar != "<blank>" && tokenChar != "<unk>")
|
||||
{
|
||||
if (IsChinese(tokenChar, true))
|
||||
{
|
||||
text_result += tokenChar;
|
||||
}
|
||||
else
|
||||
{
|
||||
text_result += "▁" + tokenChar + "▁";
|
||||
}
|
||||
}
|
||||
}
|
||||
text_results.Add(text_result.Replace("@@▁▁", "").Replace("▁▁", " ").Replace("▁", ""));
|
||||
}
|
||||
#pragma warning restore CS8602 // 解引用可能出现空引用。
|
||||
|
||||
return text_results;
|
||||
}
|
||||
|
||||
/// <summary>
|
||||
/// Verify if the string is in Chinese.
|
||||
/// </summary>
|
||||
/// <param name="checkedStr">The string to be verified.</param>
|
||||
/// <param name="allMatch">Is it an exact match. When the value is true,all are in Chinese;
|
||||
/// When the value is false, only Chinese is included.
|
||||
/// </param>
|
||||
/// <returns></returns>
|
||||
private bool IsChinese(string checkedStr, bool allMatch)
|
||||
{
|
||||
string pattern;
|
||||
if (allMatch)
|
||||
pattern = @"^[\u4e00-\u9fa5]+$";
|
||||
else
|
||||
pattern = @"[\u4e00-\u9fa5]";
|
||||
if (Regex.IsMatch(checkedStr, pattern))
|
||||
return true;
|
||||
else
|
||||
return false;
|
||||
}
|
||||
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,55 @@
|
||||
using AliParaformerAsr.Model;
|
||||
using System;
|
||||
using System.Collections.Generic;
|
||||
using System.Linq;
|
||||
using System.Text;
|
||||
using System.Threading.Tasks;
|
||||
|
||||
namespace AliParaformerAsr.Utils
|
||||
{
|
||||
internal static class PadHelper
|
||||
{
|
||||
public static float[] PadSequence(List<OfflineInputEntity> modelInputs)
|
||||
{
|
||||
int max_speech_length = modelInputs.Max(x => x.SpeechLength);
|
||||
int speech_length = max_speech_length * modelInputs.Count;
|
||||
float[] speech = new float[speech_length];
|
||||
float[,] xxx = new float[modelInputs.Count, max_speech_length];
|
||||
for (int i = 0; i < modelInputs.Count; i++)
|
||||
{
|
||||
if (max_speech_length == modelInputs[i].SpeechLength)
|
||||
{
|
||||
for (int j = 0; j < xxx.GetLength(1); j++)
|
||||
{
|
||||
#pragma warning disable CS8602 // 解引用可能出现空引用。
|
||||
xxx[i, j] = modelInputs[i].Speech[j];
|
||||
#pragma warning restore CS8602 // 解引用可能出现空引用。
|
||||
}
|
||||
continue;
|
||||
}
|
||||
float[] nullspeech = new float[max_speech_length - modelInputs[i].SpeechLength];
|
||||
float[]? curr_speech = modelInputs[i].Speech;
|
||||
float[] padspeech = new float[max_speech_length];
|
||||
Array.Copy(curr_speech, 0, padspeech, 0, curr_speech.Length);
|
||||
for (int j = 0; j < padspeech.Length; j++)
|
||||
{
|
||||
#pragma warning disable CS8602 // 解引用可能出现空引用。
|
||||
xxx[i, j] = padspeech[j];
|
||||
#pragma warning restore CS8602 // 解引用可能出现空引用。
|
||||
}
|
||||
|
||||
}
|
||||
int s = 0;
|
||||
for (int i = 0; i < xxx.GetLength(0); i++)
|
||||
{
|
||||
for (int j = 0; j < xxx.GetLength(1); j++)
|
||||
{
|
||||
speech[s] = xxx[i, j];
|
||||
s++;
|
||||
}
|
||||
}
|
||||
speech = speech.Select(x => x == 0 ? -23.025850929940457F * 32768 : x).ToArray();
|
||||
return speech;
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,37 @@
|
||||
// See https://github.com/manyeyes for more information
|
||||
// Copyright (c) 2023 by manyeyes
|
||||
using System;
|
||||
using System.Collections.Generic;
|
||||
using System.Linq;
|
||||
using System.Text;
|
||||
using System.Threading.Tasks;
|
||||
using System.Text.Json;
|
||||
using YamlDotNet.Serialization;
|
||||
|
||||
namespace AliParaformerAsr.Utils
|
||||
{
|
||||
/// <summary>
|
||||
/// YamlHelper
|
||||
/// Copyright (c) 2023 by manyeyes
|
||||
/// </summary>
|
||||
internal class YamlHelper
|
||||
{
|
||||
public static T ReadYaml<T>(string yamlFilePath) where T:new()
|
||||
{
|
||||
if (!File.Exists(yamlFilePath))
|
||||
{
|
||||
// 如果允许返回默认对象，则新建一个默认对象，否则应该是抛出异常
|
||||
// If allowing to return a default object, create a new default object; otherwise, throw an exception
|
||||
|
||||
return new T();
|
||||
// throw new Exception($"not find yaml config file: {yamlFilePath}");
|
||||
}
|
||||
|
||||
StreamReader yamlReader = File.OpenText(yamlFilePath);
|
||||
Deserializer yamlDeserializer = new Deserializer();
|
||||
T info = yamlDeserializer.Deserialize<T>(yamlReader);
|
||||
yamlReader.Close();
|
||||
return info;
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,169 @@
|
||||
// See https://github.com/manyeyes for more information
|
||||
// Copyright (c) 2023 by manyeyes
|
||||
using System;
|
||||
using System.Collections.Generic;
|
||||
using System.Linq;
|
||||
using System.Text;
|
||||
using System.Threading.Tasks;
|
||||
using AliParaformerAsr.Model;
|
||||
using KaldiNativeFbankSharp;
|
||||
using System.Runtime.InteropServices;
|
||||
|
||||
namespace AliParaformerAsr
|
||||
{
|
||||
/// <summary>
|
||||
/// WavFrontend
|
||||
/// Copyright (c) 2023 by manyeyes
|
||||
/// </summary>
|
||||
internal class WavFrontend
|
||||
{
|
||||
private string _mvnFilePath;
|
||||
private FrontendConfEntity _frontendConfEntity;
|
||||
OnlineFbank _onlineFbank;
|
||||
private CmvnEntity _cmvnEntity;
|
||||
private static int _fbank_beg_idx = 0;
|
||||
|
||||
public WavFrontend(string mvnFilePath, FrontendConfEntity frontendConfEntity)
|
||||
{
|
||||
_mvnFilePath = mvnFilePath;
|
||||
_frontendConfEntity = frontendConfEntity;
|
||||
_fbank_beg_idx = 0;
|
||||
_onlineFbank = new OnlineFbank(
|
||||
dither: _frontendConfEntity.dither,
|
||||
snip_edges: _frontendConfEntity.snip_edges,
|
||||
window_type: _frontendConfEntity.window,
|
||||
sample_rate: _frontendConfEntity.fs,
|
||||
num_bins: _frontendConfEntity.n_mels
|
||||
);
|
||||
_cmvnEntity = LoadCmvn(mvnFilePath);
|
||||
}
|
||||
|
||||
public float[] GetFbank(float[] samples)
|
||||
{
|
||||
float sample_rate = _frontendConfEntity.fs;
|
||||
float[] fbanks = _onlineFbank.GetFbank(samples);
|
||||
return fbanks;
|
||||
}
|
||||
|
||||
|
||||
public float[] LfrCmvn(float[] fbanks)
|
||||
{
|
||||
float[] features = fbanks;
|
||||
if (_frontendConfEntity.lfr_m != 1 || _frontendConfEntity.lfr_n != 1)
|
||||
{
|
||||
features = ApplyLfr(fbanks, _frontendConfEntity.lfr_m, _frontendConfEntity.lfr_n);
|
||||
}
|
||||
if (_cmvnEntity != null)
|
||||
{
|
||||
features = ApplyCmvn(features);
|
||||
}
|
||||
return features;
|
||||
}
|
||||
|
||||
public float[] ApplyCmvn(float[] inputs)
|
||||
{
|
||||
var arr_neg_mean = _cmvnEntity.Means;
|
||||
float[] neg_mean = arr_neg_mean.Select(x => (float)Convert.ToDouble(x)).ToArray();
|
||||
var arr_inv_stddev = _cmvnEntity.Vars;
|
||||
float[] inv_stddev = arr_inv_stddev.Select(x => (float)Convert.ToDouble(x)).ToArray();
|
||||
|
||||
int dim = neg_mean.Length;
|
||||
int num_frames = inputs.Length / dim;
|
||||
|
||||
for (int i = 0; i < num_frames; i++)
|
||||
{
|
||||
for (int k = 0; k != dim; ++k)
|
||||
{
|
||||
inputs[dim * i + k] = (inputs[dim * i + k] + neg_mean[k]) * inv_stddev[k];
|
||||
}
|
||||
}
|
||||
return inputs;
|
||||
}
|
||||
|
||||
public float[] ApplyLfr(float[] inputs, int lfr_m, int lfr_n)
|
||||
{
|
||||
int t = inputs.Length / 80;
|
||||
int t_lfr = (int)Math.Floor((double)(t / lfr_n));
|
||||
float[] input_0 = new float[80];
|
||||
Array.Copy(inputs, 0, input_0, 0, 80);
|
||||
int tile_x = (lfr_m - 1) / 2;
|
||||
t = t + tile_x;
|
||||
float[] inputs_temp = new float[t * 80];
|
||||
for (int i = 0; i < tile_x; i++)
|
||||
{
|
||||
Array.Copy(input_0, 0, inputs_temp, tile_x * 80, 80);
|
||||
}
|
||||
Array.Copy(inputs, 0, inputs_temp, tile_x * 80, inputs.Length);
|
||||
inputs = inputs_temp;
|
||||
|
||||
float[] LFR_outputs = new float[t_lfr * lfr_m * 80];
|
||||
for (int i = 0; i < t_lfr; i++)
|
||||
{
|
||||
if (lfr_m <= t - i * lfr_n)
|
||||
{
|
||||
Array.Copy(inputs, i * lfr_n * 80, LFR_outputs, i * lfr_m * 80, lfr_m * 80);
|
||||
}
|
||||
else
|
||||
{
|
||||
// process last LFR frame
|
||||
int num_padding = lfr_m - (t - i * lfr_n);
|
||||
float[] frame = new float[lfr_m * 80];
|
||||
Array.Copy(inputs, i * lfr_n * 80, frame, 0, (t - i * lfr_n) * 80);
|
||||
|
||||
for (int j = 0; j < num_padding; j++)
|
||||
{
|
||||
Array.Copy(inputs, (t - 1) * 80, frame, (lfr_m - num_padding + j) * 80, 80);
|
||||
}
|
||||
Array.Copy(frame, 0, LFR_outputs, i * lfr_m * 80, frame.Length);
|
||||
}
|
||||
}
|
||||
return LFR_outputs;
|
||||
}
|
||||
private CmvnEntity LoadCmvn(string mvnFilePath)
|
||||
{
|
||||
List<float> means_list = new List<float>();
|
||||
List<float> vars_list = new List<float>();
|
||||
FileStreamOptions options = new FileStreamOptions();
|
||||
options.Access = FileAccess.Read;
|
||||
options.Mode = FileMode.Open;
|
||||
StreamReader srtReader = new StreamReader(mvnFilePath, options);
|
||||
int i = 0;
|
||||
while (!srtReader.EndOfStream)
|
||||
{
|
||||
string? strLine = srtReader.ReadLine();
|
||||
if (!string.IsNullOrEmpty(strLine))
|
||||
{
|
||||
if (strLine.StartsWith("<AddShift>"))
|
||||
{
|
||||
i = 1;
|
||||
continue;
|
||||
}
|
||||
if (strLine.StartsWith("<Rescale>"))
|
||||
{
|
||||
i = 2;
|
||||
continue;
|
||||
}
|
||||
if (strLine.StartsWith("<LearnRateCoef>") && i == 1)
|
||||
{
|
||||
string[] add_shift_line = strLine.Substring(strLine.IndexOf("[") + 1, strLine.LastIndexOf("]") - strLine.IndexOf("[") - 1).Split(" ");
|
||||
means_list = add_shift_line.Where(x => !string.IsNullOrEmpty(x)).Select(x => float.Parse(x.Trim())).ToList();
|
||||
//i++;
|
||||
continue;
|
||||
}
|
||||
if (strLine.StartsWith("<LearnRateCoef>") && i == 2)
|
||||
{
|
||||
string[] rescale_line = strLine.Substring(strLine.IndexOf("[") + 1, strLine.LastIndexOf("]") - strLine.IndexOf("[") - 1).Split(" ");
|
||||
vars_list = rescale_line.Where(x => !string.IsNullOrEmpty(x)).Select(x => float.Parse(x.Trim())).ToList();
|
||||
//i++;
|
||||
continue;
|
||||
}
|
||||
}
|
||||
}
|
||||
CmvnEntity cmvnEntity = new CmvnEntity();
|
||||
cmvnEntity.Means = means_list;
|
||||
cmvnEntity.Vars = vars_list;
|
||||
return cmvnEntity;
|
||||
}
|
||||
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,84 @@
|
||||
# AliParaformerAsr
|
||||
##### 支持模型
|
||||
## paraformer-large offline onnx模型下载
|
||||
https://huggingface.co/manyeyes/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx
|
||||
## SenseVoiceSmall offline onnx模型下载
|
||||
https://www.modelscope.cn/models/manyeyes/sensevoice-small-onnx
|
||||
|
||||
##### 简介：
|
||||
项目中使用的Asr模型是阿里巴巴达摩院提供的Paraformer-large ASR模型。
|
||||
**项目基于Net 6.0，使用C#编写，调用Microsoft.ML.OnnxRuntime对onnx模型进行解码，支持跨平台编译。项目以库的形式进行调用，部署非常方便。**
|
||||
ASR整体流程的rtf在0.03左右。
|
||||
|
||||
##### 用途：
|
||||
Paraformer是达摩院语音团队提出的一种高效的非自回归端到端语音识别框架。本项目为Paraformer中文通用语音识别模型，采用工业级数万小时的标注音频进行模型训练，保证了模型的通用识别效果。模型可以被应用于语音输入法、语音导航、智能会议纪要等场景。
|
||||
|
||||
##### Paraformer模型结构：
|
||||
|
||||
|
||||
Paraformer模型结构如上图所示，由 Encoder、Predictor、Sampler、Decoder 与 Loss function 五部分组成。Encoder可以采用不同的网络结构，例如self-attention，conformer，SAN-M等。Predictor 为两层FFN，预测目标文字个数以及抽取目标文字对应的声学向量。Sampler 为无可学习参数模块，依据输入的声学向量和目标向量，生产含有语义的特征向量。Decoder 结构与自回归模型类似，为双向建模（自回归为单向建模）。Loss function 部分，除了交叉熵（CE）与 MWER 区分性优化目标，还包括了 Predictor 优化目标 MAE。
|
||||
|
||||
其核心点主要有：
|
||||
|
||||
Predictor 模块：基于 Continuous integrate-and-fire (CIF) 的 预测器 (Predictor) 来抽取目标文字对应的声学特征向量，可以更加准确的预测语音中目标文字个数。
|
||||
Sampler：通过采样，将声学特征向量与目标文字向量变换成含有语义信息的特征向量，配合双向的 Decoder 来增强模型对于上下文的建模能力。
|
||||
基于负样本采样的 MWER 训练准则。
|
||||
更详细的细节见：
|
||||
|
||||
论文： [Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition](https://arxiv.org/abs/2206.08317 "Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition")
|
||||
|
||||
论文解读：[Paraformer: 高识别率、高计算效率的单轮非自回归端到端语音识别模型](https://mp.weixin.qq.com/s/xQ87isj5_wxWiQs4qUXtVw "Paraformer: 高识别率、高计算效率的单轮非自回归端到端语音识别模型")
|
||||
|
||||
##### ASR常用参数（参考：asr.yaml文件）：
|
||||
用于解码的asr.yaml配置参数，取自官方模型配置config.yaml原文件。便于跟进和升级。
|
||||
|
||||
## 离线（非流式）模型调用方法：
|
||||
|
||||
###### 1.添加项目引用
|
||||
using AliParaformerAsr;
|
||||
|
||||
###### 2.模型初始化和配置
|
||||
```csharp
|
||||
string applicationBase = AppDomain.CurrentDomain.BaseDirectory;
|
||||
string modelName = "speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx";
|
||||
string modelFilePath = applicationBase + "./"+ modelName + "/model_quant.onnx";
|
||||
string configFilePath = applicationBase + "./" + modelName + "/asr.yaml";
|
||||
string mvnFilePath = applicationBase + "./" + modelName + "/am.mvn";
|
||||
string tokensFilePath = applicationBase + "./" + modelName + "/tokens.txt";
|
||||
AliParaformerAsr.OfflineRecognizer offlineRecognizer = new OfflineRecognizer(modelFilePath, configFilePath, mvnFilePath, tokensFilePath);
|
||||
```
|
||||
###### 3.调用
|
||||
```csharp
|
||||
List<float[]> samples = new List<float[]>();
|
||||
//这里省略wav文件转samples...
|
||||
//具体参考示例（AliParaformerAsr.Examples）代码
|
||||
List<string> results_batch = offlineRecognizer.GetResults(samples);
|
||||
```
|
||||
###### 4.输出结果：
|
||||
```
|
||||
欢迎大家来体验达摩院推出的语音识别模型
|
||||
|
||||
正是因为存在绝对正义所以我们接受现实的相对正义但是不要因为现实的相对正义我们就认为这个世界没有正义因为如果当你认为这个世界没有正义
|
||||
|
||||
非常的方便但是现在不同啊英国脱欧欧盟内部完善的产业链的红利人
|
||||
|
||||
he must be home now for the light is on他一定在家因为灯亮着就是有一种推理或者解释的那种感觉
|
||||
|
||||
after early nightfall the yellow lamps would light up here in there the squalid quarter of the broffles
|
||||
|
||||
elapsed_milliseconds:1502.8828125
|
||||
total_duration:40525.6875
|
||||
rtf:0.037084696280599808
|
||||
end!
|
||||
```
|
||||
*
|
||||
处理长音频，推荐结合AliFsmnVad一起使用：https://github.com/manyeyes/AliFsmnVad
|
||||
*
|
||||
|
||||
其他说明：
|
||||
测试用例：AliParaformerAsr.Examples。
|
||||
测试环境：windows11。
|
||||
测试用例中samples的计算,使用的是NAudio库。
|
||||
|
||||
通过以下链接了解更多：
|
||||
https://www.modelscope.cn/models/damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch/summary
|
||||
Reference in New Issue
Block a user