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Merge branch 'stateless6' of github.com:glynpu/icefall into stateless6
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@ -77,7 +77,7 @@ class HubertXlargeFineTuned:
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"""
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"""
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A wrapper of hubert extra large fine-tuned model.
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A wrapper of hubert extra large fine-tuned model.
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A teacher model responsible for:
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A teacher model is responsible for:
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1. load teacher model
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1. load teacher model
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2. extracting embeddings to train quantizer.
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2. extracting embeddings to train quantizer.
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3. extract codebook indices
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3. extract codebook indices
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@ -196,9 +196,7 @@ class HubertXlargeFineTuned:
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N = encoder_embedding.shape[0]
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N = encoder_embedding.shape[0]
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assert len(cut_list) == N
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assert len(cut_list) == N
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# 320 is from: 16,000 / 50 = sample_rate / hbuert output frame rate
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# 320 is from: 16,000 / 50 = sample_rate / hbuert output frame rate
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num_frames = [
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num_frames = (supervisions["num_samples"] // 320).tolist()
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supervisions["num_samples"][i].item() // 320 for i in range(N)
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]
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return encoder_embedding, num_frames
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return encoder_embedding, num_frames
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def ctc_greedy_search(self, batch):
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def ctc_greedy_search(self, batch):
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