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Sustainable self-supervised learning for speech representations

Sustainable self-supervised learning for speech representations

11 June 2024
Luis Lugo
Valentin Vielzeuf
ArXivPDFHTML

Papers citing "Sustainable self-supervised learning for speech representations"

5 / 5 papers shown
Title
Efficient Finetuning for Dimensional Speech Emotion Recognition in the Age of Transformers
Aneesha Sampath
James Tavernor
E. Provost
46
0
0
17 Feb 2025
Efficient Training of Self-Supervised Speech Foundation Models on a Compute Budget
Efficient Training of Self-Supervised Speech Foundation Models on a Compute Budget
Andy T. Liu
Yi-Cheng Lin
Haibin Wu
Stefan Winkler
Hung-yi Lee
25
1
0
09 Sep 2024
Self-Supervised Speech Representation Learning: A Review
Self-Supervised Speech Representation Learning: A Review
Abdel-rahman Mohamed
Hung-yi Lee
Lasse Borgholt
Jakob Drachmann Havtorn
Joakim Edin
...
Shang-Wen Li
Karen Livescu
Lars Maaløe
Tara N. Sainath
Shinji Watanabe
SSL
AI4TS
124
339
0
21 May 2022
Pushing the Limits of Semi-Supervised Learning for Automatic Speech
  Recognition
Pushing the Limits of Semi-Supervised Learning for Automatic Speech Recognition
Yu Zhang
James Qin
Daniel S. Park
Wei Han
Chung-Cheng Chiu
Ruoming Pang
Quoc V. Le
Yonghui Wu
VLM
SSL
136
307
0
20 Oct 2020
Categorical Reparameterization with Gumbel-Softmax
Categorical Reparameterization with Gumbel-Softmax
Eric Jang
S. Gu
Ben Poole
BDL
75
5,262
0
03 Nov 2016
1