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Jul, 2023
通过剩余适配器的语音表示的口音适应
Don't Stop Self-Supervision: Accent Adaptation of Speech Representations via Residual Adapters
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Anshu Bhatia, Sanchit Sinha, Saket Dingliwal, Karthik Gopalakrishnan, Sravan Bodapati...
TL;DR
该论文提出了一种自我监督适应口音特定的噪音样本以提高自动语音识别的识别精度的方法,并在4个口音种类上获得了显著的词错误率降低。
Abstract
speech representations
learned in a
self-supervised
fashion from massive unlabeled speech corpora have been adapted successfully toward several downstream tasks. However, such representations may be skewed toward
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