A Noise-Robust Self-supervised Pre-training Model Based Speech
Representation Learning for Automatic Speech Recognition

A Noise-Robust Self-supervised Pre-training Model Based Speech Representation Learning for Automatic Speech Recognition

22 January 2022

Papers citing "A Noise-Robust Self-supervised Pre-training Model Based Speech Representation Learning for Automatic Speech Recognition"

11 / 11 papers shown

Title
Some voices are too common: Building fair speech recognition systems using the Common Voice dataset Lucas Maison Yannick Esteve 26 3 0 01 Jun 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 33 15 0 22 Feb 2023
Speech Enhancement with Multi-granularity Vector Quantization Xiaokang Zhao Qiu-shi Zhu Jie M. Zhang 14 0 0 16 Feb 2023
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 54 37 0 27 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
Speech Enhancement Using Self-Supervised Pre-Trained Model and Vector Quantization Xiaokang Zhao Qiu-shi Zhu Jie M. Zhang 37 4 0 28 Sep 2022
Joint Training of Speech Enhancement and Self-supervised Model for Noise-robust ASR Qiu-shi Zhu Jie M. Zhang Zitian Zhang Lirong Dai 37 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 128 349 0 21 May 2022
How Does Pre-trained Wav2Vec 2.0 Perform on Domain Shifted ASR? An Extensive Benchmark on Air Traffic Control Communications Juan Pablo Zuluaga Amrutha Prasad Iuliia Nigmatulina Seyyed Saeed Sarfjoo P. Motlícek Matthias Kleinert H. Helmke Oliver Ohneiser Qingran Zhan 13 43 0 31 Mar 2022
Improving Distortion Robustness of Self-supervised Speech Processing Tasks with Domain Adaptation Kuan Po Huang Yuanbin Fu Yu Zhang Hung-yi Lee 16 28 0 30 Mar 2022
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