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Create feature_params.joblib

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  1. feature_params.joblib +21 -0
feature_params.joblib ADDED
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+ import joblib
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+
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+ # These should match what you used in training
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+ feature_params = {
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+ 'max_pad_len': 174, # From your extract_features() function
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+ 'sample_rate': 22050, # Common default, adjust if you used different
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+ 'n_mfcc': 40, # From your MFCC extraction
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+ 'augmentation_config': { # From your augmentation setup
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+ 'add_noise': True,
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+ 'time_shift': True,
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+ 'pitch_shift': True,
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+ 'time_stretch': True,
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+ 'volume_change': True,
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+ 'background_noise': True,
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+ 'freq_mask': True,
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+ 'time_mask': True
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+ }
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+ }
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+
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+ joblib.dump(feature_params, "feature_params.joblib")
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+ print("Feature parameters saved.")