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Making it easier to change the frame size
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4 changed files with 7 additions and 5 deletions
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@ -58,7 +58,7 @@ model.summary()
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feature_file = sys.argv[1]
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pcm_file = sys.argv[2] # 16 bit unsigned short PCM samples
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frame_size = 160
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frame_size = model.frame_size
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nb_features = 55
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nb_used_features = model.nb_used_features
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feature_chunk_size = 15
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@ -97,7 +97,7 @@ del sig
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del pred
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# dump models to disk as we go
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checkpoint = ModelCheckpoint('lpcnet20c_384_10_G16_{epoch:02d}.h5')
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checkpoint = ModelCheckpoint('lpcnet20g_384_10_G16_{epoch:02d}.h5')
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#model.load_weights('lpcnet9b_384_10_G16_01.h5')
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model.compile(optimizer=Adam(0.001, amsgrad=True, decay=5e-5), loss='sparse_categorical_crossentropy')
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