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ardneebwar
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β’
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Parent(s):
96fc794
Update app.py
Browse files
app.py
CHANGED
@@ -17,13 +17,6 @@ pipe = pipeline("audio-classification", model=model_id, device=device)
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def classify_audio(filepath):
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"""
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Goes from
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[{'score': 0.8339303731918335, 'label': 'country'},
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{'score': 0.11914275586605072, 'label': 'rock'},]
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to
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{"country": 0.8339303731918335, "rock":0.11914275586605072}
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"""
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import time
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start_time = time.time()
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@@ -39,6 +32,7 @@ def classify_audio(filepath):
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return outputs, prediction_time
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title = "π΅ Music Genre Classifier"
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description = """
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Music Genre Classifier model (Fine-tuned "ntu-spml/distilhubert") Dataset: [GTZAN](https://huggingface.co/datasets/marsyas/gtzan)
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@@ -46,10 +40,11 @@ Music Genre Classifier model (Fine-tuned "ntu-spml/distilhubert") Dataset: [GTZA
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filenames = ['rock-it-21275.mp3']
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filenames = [f"./{f}" for f in filenames]
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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.
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title=title,
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description=description,
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examples=[(f,) for f in filenames],
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def classify_audio(filepath):
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import time
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start_time = time.time()
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return outputs, prediction_time
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+
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title = "π΅ Music Genre Classifier"
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description = """
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Music Genre Classifier model (Fine-tuned "ntu-spml/distilhubert") Dataset: [GTZAN](https://huggingface.co/datasets/marsyas/gtzan)
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filenames = ['rock-it-21275.mp3']
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filenames = [f"./{f}" for f in filenames]
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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(), gr.Number(label="Prediction time (s)")], # Using updated component names
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title=title,
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description=description,
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examples=[(f,) for f in filenames],
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