Investigating Self-Supervised Learning for Speech Enhancement and Separation

Author:

Huang Zili1,Watanabe Shinji2,Yang Shu-wen3,Garcia Paola1,Khudanpur Sanjeev1

Affiliation:

1. Johns Hopkins University,Center for Language and Speech Processing and HLTCOE,USA

2. Carnegie Mellon University,USA

3. National Taiwan University,Taiwan

Publisher

IEEE

Reference60 articles.

1. Representation learning with contrastive predictive coding;van den oord,2018

2. TERA: Self-Supervised Learning of Transformer Encoder Representation for Speech

3. Self-supervised Learning: Generative or Contrastive

4. Self-supervised pre-training reduces label permutation instability of speech separation;huang,2020

5. SUPERB: Speech Processing Universal PERformance Benchmark

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