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Initial commit with FastAPI + Gradio app
Browse files
app.py
CHANGED
@@ -2,7 +2,6 @@ import io
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import tempfile
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from fastapi import FastAPI, HTTPException, File, UploadFile
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from speechbrain.inference import SpeakerRecognition
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import gradio as gr
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# Initialize the speaker verification model
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verification = SpeakerRecognition.from_hparams(
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@@ -55,27 +54,7 @@ async def compare_voices_api(file1: UploadFile = File(...), file2: UploadFile =
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except Exception as e:
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raise HTTPException(status_code=400, detail=str(e))
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#
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def gradio_interface():
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return gr.Interface(
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fn=compare_voices_api, # FastAPI function is wrapped here
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inputs=[
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gr.Audio(type="filepath", label="First Audio File"), # Audio file input
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gr.Audio(type="filepath", label="Second Audio File") # Audio file input
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],
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outputs="json", # Output as JSON
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live=False # No live interface, just the API
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)
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# Launch Gradio interface
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@app.on_event("startup")
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async def startup():
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gr.Interface(fn=compare_voices_api, inputs=[
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gr.Audio(type="filepath", label="First Audio File"), # Audio file input
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gr.Audio(type="filepath", label="Second Audio File") # Audio file input
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], outputs="json", live=False).launch(share=True, inline=True)
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# Running the FastAPI app with Gradio
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if __name__ == "__main__":
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import uvicorn
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uvicorn.run(app, host="0.0.0.0", port=5000)
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import tempfile
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from fastapi import FastAPI, HTTPException, File, UploadFile
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from speechbrain.inference import SpeakerRecognition
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# Initialize the speaker verification model
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verification = SpeakerRecognition.from_hparams(
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except Exception as e:
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raise HTTPException(status_code=400, detail=str(e))
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# Running the FastAPI app
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if __name__ == "__main__":
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import uvicorn
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uvicorn.run(app, host="0.0.0.0", port=5000)
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