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Apr, 2022
朝向端到端无监督语音识别
Towards End-to-end Unsupervised Speech Recognition
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Alexander H. Liu, Wei-Ning Hsu, Michael Auli, Alexei Baevski
TL;DR
介绍一种改进的wav2vec-U 2.0方法,通过更好的结构来消除语音处理的需要,并引入自监督目标来实现更好的准确度,从而在不同语言下提高了非监督性识别结果。
Abstract
unsupervised speech recognition
has shown great potential to make
automatic speech recognition
(ASR) systems accessible to every language. However, existing methods still heavily rely on hand-crafted pre-processi
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