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Update app.py
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app.py
CHANGED
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@@ -28,24 +28,18 @@ def get_embedding(waveform):
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# 主處理函式
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def compare_audio(native_audio, user_audio):
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native_wav = preprocess(native_audio)
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print("2")
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user_wav = preprocess(user_audio)
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print("3")
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if native_wav is None or user_wav is None:
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return "請上傳兩段語音"
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print("4")
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emb1 = get_embedding(native_wav)
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print("5")
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emb2 = get_embedding(user_wav)
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print("6")
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similarity = F.cosine_similarity(emb1, emb2).item()
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print("7")
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score = round(similarity * 100, 2) # 轉換為 0~100 分數
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# 評語
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if score > 90:
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feedback = "非常接近!你模仿得很好 👏"
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@@ -59,7 +53,7 @@ def compare_audio(native_audio, user_audio):
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return f"相似度分數:{score}/100\n{feedback}"
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# Gradio UI
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title = "🎤
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description = "上傳 native speaker 的語音,以及你模仿的語音,系統會幫你評分你的發音相似度。"
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demo = gr.Interface(
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# 主處理函式
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def compare_audio(native_audio, user_audio):
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+
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native_wav = preprocess(native_audio)
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user_wav = preprocess(user_audio)
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if native_wav is None or user_wav is None:
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return "請上傳兩段語音"
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emb1 = get_embedding(native_wav)
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emb2 = get_embedding(user_wav)
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similarity = F.cosine_similarity(emb1, emb2).item()
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score = round(similarity * 100, 2) # 轉換為 0~100 分數
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+
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# 評語
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if score > 90:
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feedback = "非常接近!你模仿得很好 👏"
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return f"相似度分數:{score}/100\n{feedback}"
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# Gradio UI
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title = "🎤 語音模仿評分器"
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description = "上傳 native speaker 的語音,以及你模仿的語音,系統會幫你評分你的發音相似度。"
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demo = gr.Interface(
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