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Update app.py
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app.py
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@@ -9,30 +9,30 @@ model = whisper.load_model("small")
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#option 1
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def transcribe(audio):
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model = whisper.load_model("base")
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result = model.transcribe(audio)
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return result["text"]
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#option 2
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# def transcribe(audio):
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def process_text(input_text):
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@@ -73,7 +73,7 @@ with gr.Blocks() as demo:
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b1 = gr.Button("Transcribe audio")
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b2 = gr.Button("<Placeholder for the prompted action>")
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#b3 = gr.Button("Email report to your doctor")
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text1 = gr.Textbox(lines=5)
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#option 1
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# def transcribe(audio):
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# model = whisper.load_model("base")
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# result = model.transcribe(audio)
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# return result["text"]
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option 2
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def transcribe(audio):
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#time.sleep(3)
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# load audio and pad/trim it to fit 30 seconds
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audio = whisper.load_audio(audio)
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audio = whisper.pad_or_trim(audio)
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# make log-Mel spectrogram and move to the same device as the model
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mel = whisper.log_mel_spectrogram(audio).to(model.device)
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# detect the spoken language
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_, probs = model.detect_language(mel)
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print(f"Detected language: {max(probs, key=probs.get)}")
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# decode the audio
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options = whisper.DecodingOptions(fp16 = False)
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result = whisper.decode(model, mel, options)
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return result.text
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def process_text(input_text):
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b1 = gr.Button("Transcribe audio")
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b2 = gr.Button("<Placeholder for the prompted action>")
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# b3 = gr.Button("Email report to your doctor")
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text1 = gr.Textbox(lines=5)
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