nazemi
commited on
Upload usage_speechVSnoise.py
Browse files- usage_speechVSnoise.py +21 -0
usage_speechVSnoise.py
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from transformers import pipeline
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import os
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import sys
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class SpeechNoiseClassifier:
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def __init__(self, model_name="speechVSnoise"):
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self.model_name = model_name
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self.pipe = pipeline("audio-classification", model=self.model_name)
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def classify(self, file_path):
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if not os.path.exists(file_path):
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raise FileNotFoundError(f"File not found: {file_path}")
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result = self.pipe(file_path)[0]
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return result["label"]
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audio_file = sys.argv[1]
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classifier = SpeechNoiseClassifier()
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label = classifier.classify(audio_file)
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print(f"{audio_file} → {label}")
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