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Distillation with HuBERT
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Distillation with HuBERT
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========================
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========================
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This tutorial shows you how to perform knowledge distillation in `icefall`_
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This tutorial shows you how to perform knowledge distillation in `icefall <https://github.com/k2-fsa/icefall>`_
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with the `LibriSpeech`_ dataset. The distillation method
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with the `LibriSpeech`_ dataset. The distillation method
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used here is called "Multi Vector Quantization Knowledge Distillation" (MVQ-KD).
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used here is called "Multi Vector Quantization Knowledge Distillation" (MVQ-KD).
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Please have a look at our paper `Predicting Multi-Codebook Vector Quantization Indexes for Knowledge Distillation <https://arxiv.org/abs/2211.00508>`_
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Please have a look at our paper `Predicting Multi-Codebook Vector Quantization Indexes for Knowledge Distillation <https://arxiv.org/abs/2211.00508>`_
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