Robust Data2vec: Noise-robust Speech Representation Learning for ASR by
Combining Regression and Improved Contrastive Learning

Robust Data2vec: Noise-robust Speech Representation Learning for ASR by Combining Regression and Improved Contrastive Learning

27 October 2022

Yu-Chen Hu

Papers citing "Robust Data2vec: Noise-robust Speech Representation Learning for ASR by Combining Regression and Improved Contrastive Learning"

11 / 11 papers shown

Title
Listen Again and Choose the Right Answer: A New Paradigm for Automatic Speech Recognition with Large Language Models Yuchen Hu Chen Chen Chengwei Qin Qiushi Zhu E. Chng Ruizhe Li AuLLM KELM 41 5 0 16 May 2024
R-Spin: Efficient Speaker and Noise-invariant Representation Learning with Acoustic Pieces Heng-Jui Chang James R. Glass 33 3 0 15 Nov 2023
Hearing Lips in Noise: Universal Viseme-Phoneme Mapping and Transfer for Robust Audio-Visual Speech Recognition Yuchen Hu Ruizhe Li Cheng Chen Chengwei Qin Qiu-shi Zhu E. Chng 29 5 0 18 Jun 2023
Metric-oriented Speech Enhancement using Diffusion Probabilistic Model Chen Chen Yuchen Hu Weiwei Weng Chng Eng Siong DiffM 32 19 0 23 Feb 2023
Unsupervised Noise adaptation using Data Simulation Chen Chen Yuchen Hu Heqing Zou Linhui Sun Chng Eng Siong 33 13 0 23 Feb 2023
Gradient Remedy for Multi-Task Learning in End-to-End Noise-Robust Speech Recognition Yuchen Hu Chen Chen Ruizhe Li Qiu-shi Zhu E. Chng 35 15 0 22 Feb 2023
Speech Enhancement with Multi-granularity Vector Quantization Xiaokang Zhao Qiu-shi Zhu Jie M. Zhang 23 0 0 16 Feb 2023
Joint Training of Speech Enhancement and Self-supervised Model for Noise-robust ASR Qiu-shi Zhu Jie M. Zhang Zitian Zhang Lirong Dai 40 15 0 26 May 2022
A Noise-Robust Self-supervised Pre-training Model Based Speech Representation Learning for Automatic Speech Recognition Qiu-shi Zhu Jie M. Zhang Zi-qiang Zhang Ming Wu Xin Fang Lirong Dai 120 39 0 22 Jan 2022
SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language Processing Junyi Ao Rui Wang Long Zhou Chengyi Wang Shuo Ren ... Yu Zhang Zhihua Wei Yao Qian Jinyu Li Furu Wei 115 193 0 14 Oct 2021
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