Self-supervised speech representation learning based on positive sample comparison and masking reconstruction

To solve the problem that existing contrastive prediction based self-supervised speech representation learning methods need to construct a large number of negative samples, and their performance depends on large training batches, requiring a lot of computing resources, a new speech representation le...

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Bibliographic Details
Main Authors: Wenlin ZHANG, Xuepeng LIU, Tong NIU, Qi CHEN, Dan QU
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2022-07-01
Series:Tongxin xuebao
Subjects:
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2022142/
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