udaykumar351 commited on
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3b60122
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1 Parent(s): eb03e1e

Update app.py

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  1. app.py +19 -0
app.py CHANGED
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+ # audio_classification_app.py
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+ import gradio as gr
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+ from transformers import pipeline
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+
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+ classifier = pipeline("audio-classification", model="superb/wav2vec2-base-superb-ks")
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+
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+ def classify_audio(audio_file):
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+ return classifier(audio_file)
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+
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+ demo = gr.Interface(
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+ fn=classify_audio,
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+ inputs=gr.Audio(type="filepath"),
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+ outputs=gr.Label(num_top_classes=5),
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+ title="Audio Classification",
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+ description="Upload or record audio to classify (keywords dataset model)."
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+ )
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+
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+ if __name__ == "__main__":
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+ demo.launch()