Improving generalizability of distilled self-supervised speech
processing models under distorted settings

Improving generalizability of distilled self-supervised speech processing models under distorted settings

14 October 2022

Kuan-Po Huang

Fabian Ritter Gutierrez

Liang-Hsuan Tseng

Papers citing "Improving generalizability of distilled self-supervised speech processing models under distorted settings"

14 / 14 papers shown

Title
Towards Robust Speech Representation Learning for Thousands of Languages William Chen Wangyou Zhang Yifan Peng Xinjian Li Jinchuan Tian Jiatong Shi Xuankai Chang Soumi Maiti Karen Livescu Shinji Watanabe ELM 38 6 0 30 Jun 2024
An Efficient End-to-End Approach to Noise Invariant Speech Features via Multi-Task Learning Heitor R. Guimarães Arthur Pimentel Anderson R. Avila Mehdi Rezagholizadeh Boxing Chen Tiago H. Falk 54 1 0 13 Mar 2024
Noise robust distillation of self-supervised speech models via correlation metrics Fabian Ritter Gutierrez Kuan-Po Huang Dianwen Ng Jeremy H. M. Wong Hung-yi Lee Chng Eng Siong Nancy F. Chen 16 1 0 19 Dec 2023
Zero Resource Code-switched Speech Benchmark Using Speech Utterance Pairs For Multiple Spoken Languages Kuan-Po Huang Chih-Kai Yang Yu-Kuan Fu Ewan Dunbar Hung-yi Lee 29 5 0 04 Oct 2023
VIC-KD: Variance-Invariance-Covariance Knowledge Distillation to Make Keyword Spotting More Robust Against Adversarial Attacks Heitor R. Guimarães Arthur Pimentel Anderson R. Avila Tiago H. Falk AAML 13 0 0 22 Sep 2023
Accurate and Structured Pruning for Efficient Automatic Speech Recognition Huiqiang Jiang Li Lyna Zhang Yuang Li Yu-Huan Wu Shijie Cao Ting Cao Yuqing Yang Jinyu Li Mao Yang Lili Qiu CVBM 41 9 0 31 May 2023
Ensemble knowledge distillation of self-supervised speech models Kuan-Po Huang Tzu-hsun Feng Yu-Kuan Fu Tsung-Yuan Hsu Po-Chieh Yen Wei-Cheng Tseng Kai-Wei Chang Hung-yi Lee 25 16 0 24 Feb 2023
Compressing Transformer-based self-supervised models for speech processing Tzu-Quan Lin Tsung-Huan Yang Chun-Yao Chang Kuang-Ming Chen Tzu-hsun Feng Hung-yi Lee Hao Tang 25 6 0 17 Nov 2022
SUPERB @ SLT 2022: Challenge on Generalization and Efficiency of Self-Supervised Speech Representation Learning Tzu-hsun Feng Annie Dong Ching-Feng Yeh Shu-Wen Yang Tzu-Quan Lin ... Xuankai Chang Shinji Watanabe Abdel-rahman Mohamed Shang-Wen Li Hung-yi Lee ELM SSL 19 33 0 16 Oct 2022
BYOL-S: Learning Self-supervised Speech Representations by Bootstrapping Gasser Elbanna Neil Scheidwasser M. Kegler P. Beckmann Karl El Hajal Milos Cernak SSL 24 21 0 24 Jun 2022
Joint Training of Speech Enhancement and Self-supervised Model for Noise-robust ASR Qiu-shi Zhu Jie M. Zhang Zitian Zhang Lirong Dai 35 15 0 26 May 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 124 344 0 21 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 115 39 0 22 Jan 2022
Augmentation adversarial training for self-supervised speaker recognition Jaesung Huh Hee-Soo Heo Jingu Kang Shinji Watanabe Joon Son Chung SSL 48 74 0 23 Jul 2020