Improving Noise Robustness of Contrastive Speech Representation Learning with Speech Reconstruction

28 October 2021

Papers citing "Improving Noise Robustness of Contrastive Speech Representation Learning with Speech Reconstruction"

22 / 22 papers shown

Title
CORI: CJKV Benchmark with Romanization Integration -- A step towards Cross-lingual Transfer Beyond Textual Scripts Hoang Nguyen Chenwei Zhang Ye Liu Natalie Parde Eugene Rohrbaugh Philip S. Yu 47 1 0 19 Apr 2024
Masked Modeling Duo: Towards a Universal Audio Pre-training Framework Daisuke Niizumi Daiki Takeuchi Yasunori Ohishi Noboru Harada K. Kashino 34 10 0 09 Apr 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 59 1 0 13 Mar 2024
Towards Decoupling Frontend Enhancement and Backend Recognition in Monaural Robust ASR Yufeng Yang Ashutosh Pandey DeLiang Wang 44 4 0 11 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
FAT-HuBERT: Front-end Adaptive Training of Hidden-unit BERT for Distortion-Invariant Robust Speech Recognition Dongning Yang Wei Wang Yanmin Qian 13 3 0 29 Nov 2023
Reduce, Reuse, Recycle: Is Perturbed Data better than Other Language augmentation for Low Resource Self-Supervised Speech Models Asad Ullah Alessandro Ragano Andrew Hines 31 1 0 22 Sep 2023
Analysis of XLS-R for Speech Quality Assessment Bastiaan Tamm Rik Vandenberghe Hugo Van hamme 11 3 0 23 Aug 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
deHuBERT: Disentangling Noise in a Self-supervised Model for Robust Speech Recognition Dianwen Ng Ruixi Zhang J. Yip Zhao Yang Jinjie Ni Chong Zhang Yukun Ma Chongjia Ni E. Chng B. Ma 13 9 0 28 Feb 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 30 16 0 24 Feb 2023
RobustDistiller: Compressing Universal Speech Representations for Enhanced Environment Robustness Heitor R. Guimarães Arthur Pimentel Anderson R. Avila Mehdi Rezagholizadeh Boxing Chen Tiago H. Falk 85 10 0 18 Feb 2023
Improving the Robustness of DistilHuBERT to Unseen Noisy Conditions via Data Augmentation, Curriculum Learning, and Multi-Task Enhancement Heitor R. Guimarães Arthur Pimentel Anderson R. Avila Mehdi Rezagholizadeh Tiago H. Falk 22 3 0 12 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 37 0 27 Oct 2022
End-to-End Integration of Speech Recognition, Dereverberation, Beamforming, and Self-Supervised Learning Representation Yoshiki Masuyama Xuankai Chang Samuele Cornell Shinji Watanabe Nobutaka Ono 15 19 0 19 Oct 2022
Improving generalizability of distilled self-supervised speech processing models under distorted settings Kuan-Po Huang Yu-Kuan Fu Tsung-Yuan Hsu Fabian Ritter Gutierrez Fan Wang Liang-Hsuan Tseng Yu Zhang Hung-yi Lee 24 13 0 14 Oct 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 124 348 0 21 May 2022
Improving Distortion Robustness of Self-supervised Speech Processing Tasks with Domain Adaptation Kuan Po Huang Yuanbin Fu Yu Zhang Hung-yi Lee 14 28 0 30 Mar 2022
A Conformer Based Acoustic Model for Robust Automatic Speech Recognition Yufeng Yang Peidong Wang DeLiang Wang 20 12 0 01 Mar 2022
Multi-Variant Consistency based Self-supervised Learning for Robust Automatic Speech Recognition Changfeng Gao Gaofeng Cheng Pengyuan Zhang 25 4 0 23 Dec 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 171 288 0 25 Jan 2020