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Upload feats.py

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  1. feats.py +13 -0
feats.py ADDED
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+ from lhotse.features.io import KaldiWriter
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+ import numpy as np
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+
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+ for part in ["train_clean_460", "dev_clean", "test_clean"]:
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+ with open(f"./exp/xvector_nnet_1a/xvectors_{part}/spk_xvector.txt", "r") as f:
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+ with KaldiWriter(f"./exp/xvector_nnet_1a/xvectors_{part}/") as writer:
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+ features = [line.strip().split() for line in f]
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+ for feature in features:
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+ key = feature[0]
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+ feats = feature[2:-1]
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+ feats = [float(f) for f in feats]
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+ assert len(feats) == 512
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+ writer.write(key, np.array([feats], dtype=np.float32))