Self-Supervised Learning for speech recognition with Intermediate layer supervision

16 December 2021

Papers citing "Self-Supervised Learning for speech recognition with Intermediate layer supervision"

22 / 22 papers shown

Title
StreamVoice+: Evolving into End-to-end Streaming Zero-shot Voice Conversion Zhichao Wang Yuanzhe Chen Xinsheng Wang Lei Xie Yuping Wang 36 1 0 05 Aug 2024
Learning Expressive Disentangled Speech Representations with Soft Speech Units and Adversarial Style Augmentation Yimin Deng Jianzong Wang Xulong Zhang Ning Cheng Jing Xiao 24 0 0 01 May 2024
Joint Prediction and Denoising for Large-scale Multilingual Self-supervised Learning William Chen Jiatong Shi Brian Yan Dan Berrebbi Wangyou Zhang Yifan Peng Xuankai Chang Soumi Maiti Shinji Watanabe 26 8 0 26 Sep 2023
Fast-HuBERT: An Efficient Training Framework for Self-Supervised Speech Representation Learning Guan-lin Yang Ziyang Ma Zhisheng Zheng Ya-Zhen Song Zhikang Niu Xie Chen 32 8 0 25 Sep 2023
CoMFLP: Correlation Measure based Fast Search on ASR Layer Pruning W. Liu Zhiyuan Peng Tan Lee 11 1 0 21 Sep 2023
Backdoor Attacks against Voice Recognition Systems: A Survey Baochen Yan Jiahe Lan Zheng Yan AAML 30 8 0 23 Jul 2023
EM-Network: Oracle Guided Self-distillation for Sequence Learning J. Yoon Sunghwan Ahn Hyeon Seung Lee Minchan Kim Seokhwan Kim N. Kim VLM 30 2 0 14 Jun 2023
Reducing Barriers to Self-Supervised Learning: HuBERT Pre-training with Academic Compute William Chen Xuankai Chang Yifan Peng Zhaoheng Ni Soumi Maiti Shinji Watanabe SSL 24 25 0 11 Jun 2023
Self-supervised Neural Factor Analysis for Disentangling Utterance-level Speech Representations Wei-wei Lin Chenhang He Man-Wai Mak Youzhi Tu 24 5 0 14 May 2023
Progressive Multi-Scale Self-Supervised Learning for Speech Recognition Genshun Wan Tan Liu Hang Chen Jia-Yu Pan Cong Liu Z. Ye SSL 15 0 0 07 Dec 2022
MT4SSL: Boosting Self-Supervised Speech Representation Learning by Integrating Multiple Targets Ziyang Ma Zhisheng Zheng Changli Tang Yujin Wang Xie Chen 22 20 0 14 Nov 2022
CTCBERT: Advancing Hidden-unit BERT with CTC Objectives Ruchao Fan Yiming Wang Yashesh Gaur Jinyu Li 38 7 0 16 Oct 2022
SpeechUT: Bridging Speech and Text with Hidden-Unit for Encoder-Decoder Based Speech-Text Pre-training Zi-Hua Zhang Long Zhou Junyi Ao Shujie Liu Lirong Dai Jinyu Li Furu Wei 61 57 0 07 Oct 2022
SpeechLM: Enhanced Speech Pre-Training with Unpaired Textual Data Zi-Hua Zhang Sanyuan Chen Long Zhou Yu Wu Shuo Ren ... Zhuoyuan Yao Xun Gong Lirong Dai Jinyu Li Furu Wei 35 55 0 30 Sep 2022
Intermediate-layer output Regularization for Attention-based Speech Recognition with Shared Decoder Jicheng Zhang Yizhou Peng Haihua Xu Yi He Chng Eng Siong Hao-Ming Huang AuLLM 20 6 0 09 Jul 2022
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 128 349 0 21 May 2022
Why does Self-Supervised Learning for Speech Recognition Benefit Speaker Recognition? Sanyuan Chen Yu Wu Chengyi Wang Shujie Liu Zhuo Chen ... Gang Liu Jinyu Li Jian Wu Xiangzhan Yu Furu Wei SSL 18 39 0 27 Apr 2022
ContentVec: An Improved Self-Supervised Speech Representation by Disentangling Speakers Kaizhi Qian Yang Zhang Heting Gao Junrui Ni Cheng-I Jeff Lai David D. Cox M. Hasegawa-Johnson Shiyu Chang DRL 24 110 0 20 Apr 2022
HuBERT-EE: Early Exiting HuBERT for Efficient Speech Recognition J. Yoon Beom Jun Woo N. Kim 25 13 0 13 Apr 2022
Wav2vec-S: Semi-Supervised Pre-Training for Low-Resource ASR Hanjing Zhu Li Wang Jindong Wang Gaofeng Cheng Pengyuan Zhang Yonghong Yan SSL VLM 24 9 0 09 Oct 2021
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 146 308 0 20 Oct 2020
Multi-task self-supervised learning for Robust Speech Recognition Mirco Ravanelli Jianyuan Zhong Santiago Pascual P. Swietojanski João Monteiro J. Trmal Yoshua Bengio SSL 189 288 0 25 Jan 2020