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Normalize audio at 0.5/99.5%iles to clip less
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@ -64,8 +64,8 @@ class Audio:
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def _normalization(self, read_bytes=1024 * 1024 * 10):
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"""Read first read_bytes of audio stream and compute normalization.
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We compute the 2.5th and 97.5th percentiles i.e. only 2.5% of samples
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will clip.
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We normalize based on the 0.5th and 99.5th percentiles, i.e. only <1% of
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samples will clip.
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:param read_bytes:
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:return:
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@ -77,7 +77,7 @@ class Audio:
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if len(raw) > read_bytes:
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break
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a = self._decode(f, raw)
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norm = np.max(np.abs(np.percentile(a, [2.5, 97.5])))
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norm = np.max(np.abs(np.percentile(a, [0.5, 99.5])))
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return 16384. / norm
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