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JohnsonManuel
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0f77e5c
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Parent(s):
786be1f
Initial Commit - Added all files needed
Browse files- app.py +37 -0
- requirements.txt +3 -0
app.py
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import whisper
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import gradio as gr
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import datetime
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model = whisper.load_model('base')
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def transcribe(inputs , timestamp):
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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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output = ""
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result = model.transcribe(inputs)
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if timestamp == "Yes":
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for indx, segment in enumerate(result['segments']):
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output += str(datetime.timedelta (seconds=segment['start'])) +" "+ str(datetime.timedelta (seconds=segment['end'])) + "\n"
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output += segment['text'].strip() + '\n'
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else:
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output = result["text"]
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return output
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interface = gr.Interface(
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fn=transcribe,
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inputs=[gr.Audio(sources=["upload"],type="filepath"),
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gr.Radio(["Yes", "No"], label="Timestamp", info="Displays with timestamp if needed."),],
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outputs="text",
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title="Whisper Large V3: Transcribe Audio",
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description=(
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"Transcribe long-form microphone or audio inputs with the click of a button! Demo uses the OpenAI Whisper API"
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)
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)
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interface.launch()
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requirements.txt
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gradio==4.36.1
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openai-whisper==20231117
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numpy
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