Federated Domain Adaptation for ASR with Full Self-Supervision

Federated Domain Adaptation for ASR with Full Self-Supervision

30 March 2022

Ozlem Kalinli

Papers citing "Federated Domain Adaptation for ASR with Full Self-Supervision"

11 / 11 papers shown

Title
Training Machine Learning models at the Edge: A Survey Aymen Rayane Khouas Mohamed Reda Bouadjenek Hakim Hacid Sunil Aryal 29 10 0 05 Mar 2024
Communication-Efficient Personalized Federated Learning for Speech-to-Text Tasks Yichao Du Zhirui Zhang Linan Yue Xu Huang Yuqing Zhang Tong Bill Xu Linli Xu Enhong Chen FedML 54 5 0 18 Jan 2024
Federated Learning with Differential Privacy for End-to-End Speech Recognition Martin Pelikan Sheikh Shams Azam Vitaly Feldman Jan Honza Silovsky Kunal Talwar Tatiana Likhomanenko 30 8 0 29 Sep 2023
Federated Self-Learning with Weak Supervision for Speech Recognition Milind Rao Gopinath Chennupati Gautam Tiwari Anit Kumar Sahu A. Raju Ariya Rastrow J. Droppo 21 3 0 21 Jun 2023
Powerful and Extensible WFST Framework for RNN-Transducer Losses A. Laptev Vladimir Bataev Igor Gitman Boris Ginsburg 11 3 0 18 Mar 2023
Federated Learning for ASR based on Wav2vec 2.0 Tuan Nguyen Salima Mdhaffar N. Tomashenko J. Bonastre Yannick Esteve FedML 36 10 0 20 Feb 2023
SSFL: Tackling Label Deficiency in Federated Learning via Personalized Self-Supervision Chaoyang He Zhengyu Yang Erum Mushtaq Sunwoo Lee Mahdi Soltanolkotabi A. Avestimehr FedML 98 36 0 06 Oct 2021
Federated Learning in ASR: Not as Easy as You Think Wentao Yu J. Freiwald Soren Tewes F. Huennemeyer D. Kolossa FedML 27 17 0 30 Sep 2021
Federated Self-Training for Semi-Supervised Audio Recognition Vasileios Tsouvalas Aaqib Saeed T. Ozcelebi FedML 34 15 0 14 Jul 2021
Federated Evaluation and Tuning for On-Device Personalization: System Design & Applications Matthias Paulik M. Seigel Henry Mason Dominic Telaar Joris Kluivers ... Dominic Hughes O. Javidbakht Fei Dong Rehan Rishi Stanley Hung FedML 177 126 0 16 Feb 2021
Emformer: Efficient Memory Transformer Based Acoustic Model For Low Latency Streaming Speech Recognition Yangyang Shi Yongqiang Wang Chunyang Wu Ching-Feng Yeh Julian Chan Frank Zhang Duc Le M. Seltzer 56 168 0 21 Oct 2020