Gradient Remedy for Multi-Task Learning in End-to-End Noise-Robust
Speech Recognition

Gradient Remedy for Multi-Task Learning in End-to-End Noise-Robust Speech Recognition

22 February 2023

Yuchen Hu

Chen Chen

Papers citing "Gradient Remedy for Multi-Task Learning in End-to-End Noise-Robust Speech Recognition"

15 / 15 papers shown

Title
Deep Feature Surgery: Towards Accurate and Efficient Multi-Exit Networks Cheng Gong Yao Chen Qiuyang Luo Ye Lu Tao Li Yuzhi Zhang Yufei Sun Le Zhang 29 0 0 19 Jul 2024
Exploration of Adapter for Noise Robust Automatic Speech Recognition Hao Shi Tatsuya Kawahara 22 5 0 28 Feb 2024
Robust Automatic Speech Recognition via WavAugment Guided Phoneme Adversarial Training Gege Qi YueFeng Chen Xiaofeng Mao Xiaojun Jia Ranjie Duan Rong Zhang Hui Xue VLM AAML 14 0 0 24 Jul 2023
Noise-aware Speech Enhancement using Diffusion Probabilistic Model Yuchen Hu Cheng Chen Ruizhe Li Qiu-shi Zhu E. Chng DiffM 11 9 0 16 Jul 2023
A Neural State-Space Model Approach to Efficient Speech Separation Chen Chen Chao-Han Huck Yang Kai Li Yuchen Hu Pin-Jui Ku Chng Eng Siong 6 11 0 26 May 2023
Cross-Modal Global Interaction and Local Alignment for Audio-Visual Speech Recognition Yuchen Hu Ruizhe Li Chen Chen Heqing Zou Qiu-shi Zhu E. Chng 23 7 0 16 May 2023
Wav2code: Restore Clean Speech Representations via Codebook Lookup for Noise-Robust ASR Yuchen Hu Cheng Chen Qiu-shi Zhu E. Chng 18 15 0 11 Apr 2023
Metric-oriented Speech Enhancement using Diffusion Probabilistic Model Chen Chen Yuchen Hu Weiwei Weng Chng Eng Siong DiffM 25 19 0 23 Feb 2023
Unsupervised Noise adaptation using Data Simulation Chen Chen Yuchen Hu Heqing Zou Linhui Sun Chng Eng Siong 18 13 0 23 Feb 2023
Unifying Speech Enhancement and Separation with Gradient Modulation for End-to-End Noise-Robust Speech Separation Yuchen Hu Chen Chen Heqing Zou Xionghu Zhong Chng Eng Siong 45 16 0 22 Feb 2023
Speech-text based multi-modal training with bidirectional attention for improved speech recognition Yuhang Yang Haihua Xu Hao-Ming Huang E. Chng Sheng Li 32 7 0 01 Nov 2022
Robust Data2vec: Noise-robust Speech Representation Learning for ASR by Combining Regression and Improved Contrastive Learning Qiu-shi Zhu Long Zhou Jie M. Zhang Shujie Liu Yu-Chen Hu Lirong Dai VLM SSL 48 36 0 27 Oct 2022
Prompt-aligned Gradient for Prompt Tuning Beier Zhu Yulei Niu Yucheng Han Yuehua Wu Hanwang Zhang VLM 175 263 0 30 May 2022
Joint Training of Speech Enhancement and Self-supervised Model for Noise-robust ASR Qiu-shi Zhu Jie M. Zhang Zitian Zhang Lirong Dai 32 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 112 39 0 22 Jan 2022