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Initial commit: FunASR Speech Recognition Toolkit
Add complete FunASR codebase including models, runtime, and documentation.
2026-07-09 22:38:58 +08:00

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Python

#!/usr/bin/env python3
# -*- encoding: utf-8 -*-
# Copyright FunASR (https://github.com/alibaba-damo-academy/FunASR). All Rights Reserved.
# MIT License (https://opensource.org/licenses/MIT)
# To install requirements: pip install -U "qwen-asr==0.0.6" "transformers==4.57.6" accelerate
from funasr import AutoModel
# Initialize Qwen3-ASR model
# hub: "ms" for ModelScope (default), "hf" for HuggingFace
model = AutoModel(
model="Qwen/Qwen3-ASR-1.7B",
hub="hf",
device="cuda:0",
dtype="bf16",
)
# Chinese speech recognition
res = model.generate(
input="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen3-ASR-Repo/asr_zh.wav",
language="Chinese",
)
print("Chinese:", res[0]["text"])
# English speech recognition
res = model.generate(
input="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen3-ASR-Repo/asr_en.wav",
language="English",
)
print("English:", res[0]["text"])
# Auto language detection (supports 52 languages)
res = model.generate(
input="https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen3-ASR-Repo/asr_zh.wav",
)
print("Auto:", res[0]["text"], "| Language:", res[0].get("language", ""))