Tirath5504 commited on
Commit
54f3543
1 Parent(s): f6a5198

Create app.py

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  1. app.py +17 -0
app.py ADDED
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+ from transformers import pipeline
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+ import gradio as gr
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+
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+ model_id = "Tirath5504/distilhubert-finetuned-gtzan"
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+ pipe = pipeline("audio-classification", model=model_id)
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+
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+ def classify_audio(filepath):
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+ preds = pipe(filepath)
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+ outputs = {}
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+ for p in preds:
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+ outputs[p["label"]] = p["score"]
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+ return outputs
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+
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+ demo = gr.Interface(
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+ fn=classify_audio, inputs=gr.Audio(type="filepath"), outputs=gr.outputs.Label()
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+ )
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+ demo.launch(debug=True)