SpeechCLIP+: Self-Supervised Multi-Task Representation Learning for Speech Via Clip and Speech-Image Data

Author:

Wang Hsuan-Fu1,Shih Yi-Jen2,Chang Heng-Jui3,Berry Layne2,Peng Puyuan2,Lee Hung-Yi1,Wang Hsin-Min4,Harwath David2

Affiliation:

1. National Taiwan University,Taiwan

2. The University of Texas at Austin,USA

3. Massachusetts Institute of Technology,USA

4. Academia Sinica,Institute of Information Science,Taiwan

Publisher

IEEE

Reference25 articles.

1. Self-Supervised Speech Representation Learning: A Review

2. Neural discrete representation learning;Den Oord;NIPS,2017

3. An Unsupervised Autoregressive Model for Speech Representation Learning

4. vq-wav2vec: Self-supervised learning of discrete speech representations;Baevski;ICLR,2020

5. wav2vec 2.0: A framework for self-supervised learning of speech representations;Baevski;NeurIPS,2020

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