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yoru_tomosu
commited on
Commit
•
010a816
1
Parent(s):
3b2268f
Update app.py
Browse files
app.py
CHANGED
@@ -20,25 +20,37 @@ def transcribe(audio):
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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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# mel = mel.to("float32") # もしくは mel = mel.to("float32")
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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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detect_lang = max(probs, key=probs.get)
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# decode the audio
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# options = whisper.DecodingOptions()
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options = whisper.DecodingOptions(fp16 = False)
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result = whisper.decode(model, mel, options)
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translated_text = translate(result.text, "JA")
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return translated_text
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import gradio as gr
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title = '
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inputs = gr.Video()
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outputs = gr.Text()
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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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detect_lang = max(probs, key=probs.get)
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# decode the audio
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# options = whisper.DecodingOptions()
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options = whisper.DecodingOptions(fp16 = False)
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result = whisper.decode(model, mel, options)
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if detect_lang == "en":
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print("Text: ", result.text)
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translated_text = translate(result.text, "JA")
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print("translated_text: ", translated_text)
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# generated_video = text_to_speech(translated_text)
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# print("generated_video 01: ", generated_video)
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elif detect_lang == "ja":
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print("Text: ", result.text)
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translated_text = translate(result.text, "EN-US")
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translated_text = translate(result.text, "JA")
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return translated_text
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import gradio as gr
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title = 'Translator_Video'
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inputs = gr.Video()
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outputs = gr.Text()
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