Large-scale ASR Domain Adaptation using Self- and Semi-supervised
Learning

Large-scale ASR Domain Adaptation using Self- and Semi-supervised Learning

1 October 2021

Nikhil Siddhartha

Trevor Strohman

Papers citing "Large-scale ASR Domain Adaptation using Self- and Semi-supervised Learning"

14 / 14 papers shown

Title
Anatomy of Industrial Scale Multilingual ASR Francis McCann Ramirez Luka Chkhetiani Andrew Ehrenberg R. McHardy Rami Botros ... Ahmed Efty Daniel McCrystal Sam Flamini Domenic Donato Takuya Yoshioka 44 7 0 15 Apr 2024
Efficient Domain Adaptation for Speech Foundation Models Bo-wen Li DongSeon Hwang Zhouyuan Huo Junwen Bai Guru Prakash ... K. Sim Yu Zhang Wei Han Trevor Strohman F. Beaufays AI4CE 46 23 0 03 Feb 2023
Sample-Efficient Unsupervised Domain Adaptation of Speech Recognition Systems A case study for Modern Greek Georgios Paraskevopoulos Theodoros Kouzelis Georgios Rouvalis Athanasios Katsamanis Vassilis Katsouros Alexandros Potamianos VLM 30 7 0 31 Dec 2022
Maestro-U: Leveraging joint speech-text representation learning for zero supervised speech ASR Zhehuai Chen Ankur Bapna Andrew Rosenberg Yu Zhang Bhuvana Ramabhadran Pedro J. Moreno Nanxin Chen 51 17 0 18 Oct 2022
Damage Control During Domain Adaptation for Transducer Based Automatic Speech Recognition Somshubra Majumdar Shantanu Acharya Vitaly Lavrukhin Boris Ginsburg 27 3 0 06 Oct 2022
Improving Deliberation by Text-Only and Semi-Supervised Training Ke Hu Tara N. Sainath Yanzhang He Rohit Prabhavalkar Trevor Strohman S. Mavandadi Weiran Wang 36 12 0 29 Jun 2022
Boosting Cross-Domain Speech Recognition with Self-Supervision Hanjing Zhu Gaofeng Cheng Jindong Wang Wenxin Hou Pengyuan Zhang Yonghong Yan 19 13 0 20 Jun 2022
Production federated keyword spotting via distillation, filtering, and joint federated-centralized training Andrew Straiton Hard Kurt Partridge Neng Chen S. Augenstein Aishanee Shah ... Sara Ng Jessica Nguyen Ignacio López Moreno Rajiv Mathews F. Beaufays FedML 24 14 0 11 Apr 2022
PADA: Pruning Assisted Domain Adaptation for Self-Supervised Speech Representations L. D. Prasad Sreyan Ghosh S. Umesh 27 12 0 31 Mar 2022
Joint Unsupervised and Supervised Training for Multilingual ASR Junwen Bai Bo-wen Li Yu Zhang Ankur Bapna Nikhil Siddhartha K. Sim Tara N. Sainath 32 58 0 15 Nov 2021
Wav2vec-S: Semi-Supervised Pre-Training for Low-Resource ASR Hanjing Zhu Li Wang Jindong Wang Gaofeng Cheng Pengyuan Zhang Yonghong Yan SSL VLM 24 9 0 09 Oct 2021
Incremental Layer-wise Self-Supervised Learning for Efficient Speech Domain Adaptation On Device Zhouyuan Huo Dong-Gyo Hwang K. Sim Shefali Garg Ananya Misra Nikhil Siddhartha Trevor Strohman Franccoise Beaufays 62 7 0 01 Oct 2021
Pushing the Limits of Semi-Supervised Learning for Automatic Speech Recognition Yu Zhang James Qin Daniel S. Park Wei Han Chung-Cheng Chiu Ruoming Pang Quoc V. Le Yonghui Wu VLM SSL 148 308 0 20 Oct 2020
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