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Distilling Text LMs into Speech-to-Speech LMs by Matching Internal Text Predictions

Chou, Ju-Chieh et al.
arXiv (All) · Papers
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computation-and-language
Text language models (LMs) acquire broad linguistic and factual capabilities through large-scale pretraining, while comparable capabilities remain difficult to learn from speech alone. Recent work has shown that knowledge distillation from pretrained text LMs offers a promising way to transfer their
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