Initial commit: FunASR Speech Recognition Toolkit

Add complete FunASR codebase including models, runtime, and documentation.
2026-07-09 22:38:58 +08:00
commit 6116b1f3c6
3683 changed files with 990984 additions and 0 deletions
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+#!/usr/bin/env python3
+"""Test Qwen3-ASR: multi-language speech recognition via AutoModel"""
+import sys
+import time
+
+
+def main():
+    from funasr import AutoModel
+
+    url_zh = "https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen3-ASR-Repo/asr_zh.wav"
+    url_en = "https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen3-ASR-Repo/asr_en.wav"
+
+    # Standard FunASR usage: model path from ModelScope/HuggingFace
+    # Default hub="ms" (ModelScope), use hub="hf" for HuggingFace
+    print("[Qwen3-ASR] Loading model...")
+    t0 = time.time()
+    model = AutoModel(
+        model="Qwen/Qwen3-ASR-1.7B",
+        hub="hf",
+        device="cuda:0",
+        disable_update=True,
+    )
+    print("[Qwen3-ASR] Model loaded in %.1fs" % (time.time() - t0))
+
+    # Test 1: Chinese audio with forced language
+    print("[Qwen3-ASR] Test 1: Chinese inference...")
+    t0 = time.time()
+    res = model.generate(
+        input=url_zh,
+        language="Chinese",
+    )
+    print("[Qwen3-ASR] Inference done in %.1fs" % (time.time() - t0))
+
+    if res and len(res) > 0 and "text" in res[0]:
+        print("[Qwen3-ASR] Result (zh): %s" % res[0]["text"])
+        print("[Qwen3-ASR] Test 1 PASSED")
+    else:
+        print("[Qwen3-ASR] Test 1 FAILED - no text in result")
+        return 1
+
+    # Test 2: English audio with forced language
+    print("[Qwen3-ASR] Test 2: English inference...")
+    t0 = time.time()
+    res = model.generate(
+        input=url_en,
+        language="English",
+    )
+    print("[Qwen3-ASR] Inference done in %.1fs" % (time.time() - t0))
+
+    if res and len(res) > 0 and "text" in res[0]:
+        print("[Qwen3-ASR] Result (en): %s" % res[0]["text"])
+        print("[Qwen3-ASR] Test 2 PASSED")
+    else:
+        print("[Qwen3-ASR] Test 2 FAILED - no text in result")
+        return 1
+
+    # Test 3: Auto language detection (no forced language)
+    print("[Qwen3-ASR] Test 3: Auto language detection...")
+    t0 = time.time()
+    res = model.generate(
+        input=url_zh,
+    )
+    print("[Qwen3-ASR] Inference done in %.1fs" % (time.time() - t0))
+
+    if res and len(res) > 0 and "text" in res[0]:
+        print("[Qwen3-ASR] Result (auto): %s" % res[0]["text"])
+        if "language" in res[0]:
+            print("[Qwen3-ASR] Detected language: %s" % res[0]["language"])
+        print("[Qwen3-ASR] Test 3 PASSED")
+    else:
+        print("[Qwen3-ASR] Test 3 FAILED - no text in result")
+        return 1
+
+    print("[Qwen3-ASR] All tests PASSED")
+    return 0
+
+
+if __name__ == "__main__":
+    sys.exit(main())