Update app.py
Browse files
app.py
CHANGED
@@ -21,11 +21,11 @@ pipe = pipeline(
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device=device,
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def transcribe(
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if
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raise gr.Error("No audio file submitted! Please upload or record an audio file before submitting your request.")
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text = pipe(
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return text
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def _return_yt_html_embed(yt_url):
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@@ -83,42 +83,53 @@ def yt_transcribe(yt_url, task, max_filesize=75.0):
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return html_embed_str, text
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with gr.TabItem("Microphone"):
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with gr.Row():
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mic_input = gr.Audio(type="filepath", label="Microphone Input")
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# mic_input = gr.Audio(source="microphone", type="filepath", label="Microphone Input")
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mic_task = gr.Radio(["transcribe", "translate"], label="Task", value="transcribe")
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mic_output = gr.Textbox(label="Transcription")
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mic_button = gr.Button("Transcribe")
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with gr.TabItem("Audio file"):
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with gr.Row():
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file_input = gr.Audio(type="filepath", label="Audio file")
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# file_input = gr.Audio(source="upload", type="filepath", label="Audio file")
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file_task = gr.Radio(["transcribe", "translate"], label="Task", value="transcribe")
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file_output = gr.Textbox(label="Transcription")
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file_button = gr.Button("Transcribe")
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with gr.TabItem("YouTube"):
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with gr.Row():
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yt_input = gr.Textbox(lines=1, placeholder="Paste the URL to a YouTube video here", label="YouTube URL")
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yt_task = gr.Radio(["transcribe", "translate"], label="Task", value="transcribe")
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yt_embed = gr.HTML(label="Video")
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yt_output = gr.Textbox(label="Transcription")
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yt_button = gr.Button("Transcribe")
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mic_button.click(transcribe, inputs=[mic_input, mic_task], outputs=mic_output)
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file_button.click(transcribe, inputs=[file_input, file_task], outputs=file_output)
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yt_button.click(yt_transcribe, inputs=[yt_input, yt_task], outputs=[yt_embed, yt_output])
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if __name__ == "__main__":
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demo.launch(
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device=device,
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)
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def transcribe(inputs, task):
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if inputs is None:
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raise gr.Error("No audio file submitted! Please upload or record an audio file before submitting your request.")
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text = pipe(inputs, batch_size=BATCH_SIZE, generate_kwargs={"task": task}, return_timestamps=True)["text"]
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return text
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def _return_yt_html_embed(yt_url):
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return html_embed_str, text
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description = (
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"Transcribe long-form audio inputs with the click of a button! Demo uses the OpenAI Whisper"
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f" checkpoint [{MODEL_NAME}](https://huggingface.co/{MODEL_NAME}) and 🤗 Transformers to transcribe audio files"
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" of arbitrary length."
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)
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mf_transcribe = gr.Interface(
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fn=transcribe,
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inputs=[
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gr.Audio(type="filepath"),
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gr.Radio(["transcribe", "translate"], label="Task", value="transcribe"),
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],
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outputs="text",
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title="Whisper Large V3: Transcribe Audio (Microphone)",
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description=description,
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allow_flagging="never",
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)
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file_transcribe = gr.Interface(
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fn=transcribe,
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inputs=[
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gr.Audio(type="filepath", label="Audio file"),
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gr.Radio(["transcribe", "translate"], label="Task", value="transcribe"),
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],
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outputs="text",
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title="Whisper Large V3: Transcribe Audio (File Upload)",
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description=description,
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allow_flagging="never",
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)
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yt_transcribe = gr.Interface(
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fn=yt_transcribe,
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inputs=[
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gr.Textbox(lines=1, placeholder="Paste the URL to a YouTube video here", label="YouTube URL"),
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gr.Radio(["transcribe", "translate"], label="Task", value="transcribe")
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],
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outputs=["html", "text"],
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title="Whisper Large V3: Transcribe YouTube",
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description=(
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"Transcribe long-form YouTube videos with the click of a button! Demo uses the OpenAI Whisper checkpoint"
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f" [{MODEL_NAME}](https://huggingface.co/{MODEL_NAME}) and 🤗 Transformers to transcribe video files of"
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" arbitrary length."
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),
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allow_flagging="never",
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)
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demo = gr.TabbedInterface([mf_transcribe, file_transcribe, yt_transcribe], ["Microphone", "Audio file", "YouTube"])
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if __name__ == "__main__":
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demo.launch()
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