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

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

1 October 2021

Nikhil Siddhartha

Trevor Strohman

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

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Title
Customizing Speech Recognition Model with Large Language Model Feedback Shaoshi Ling Guoli Ye 30 0 0 05 Jun 2025
LESS: Large Language Model Enhanced Semi-Supervised Learning for Speech Foundational Models Wen Ding Fan Qian 170 0 0 05 Jun 2025
Better Semi-supervised Learning for Multi-domain ASR Through Incremental Retraining and Data Filtering Andres Carofilis Pradeep Rangappa S. Madikeri Shashi Kumar Sergio Burdisso ... Bidisha Sharma Kadri Hacioğlu Shankar Venkatesan Saurabh Vyas Andreas Stolcke 118 0 0 05 Jun 2025
MSDA: Combining Pseudo-labeling and Self-Supervision for Unsupervised Domain Adaptation in ASR Dimitrios Damianos Georgios Paraskevopoulos Alexandros Potamianos 90 0 0 30 May 2025
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 104 12 0 15 Apr 2024
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 87 9 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 107 17 0 18 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 90 13 0 29 Jun 2022
Boosting Cross-Domain Speech Recognition with Self-Supervision Hanjing Zhu Gaofeng Cheng Jindong Wang Wenxin Hou Pengyuan Zhang Yonghong Yan 102 16 0 20 Jun 2022
PADA: Pruning Assisted Domain Adaptation for Self-Supervised Speech Representations L. D. Prasad Sreyan Ghosh S. Umesh 104 14 0 31 Mar 2022
Pseudo Label Is Better Than Human Label DongSeon Hwang K. Sim Zhouyuan Huo Trevor Strohman 84 35 0 22 Mar 2022
Joint Unsupervised and Supervised Training for Multilingual ASR Junwen Bai Yue Liu Yu Zhang Ankur Bapna Nikhil Siddhartha K. Sim Tara N. Sainath 88 59 0 15 Nov 2021