Continual Learning for Monolingual End-to-End Automatic Speech Recognition

17 December 2021

Papers citing "Continual Learning for Monolingual End-to-End Automatic Speech Recognition"

9 / 9 papers shown

Title
ValSub: Subsampling Validation Data to Mitigate Forgetting during ASR Personalization Haaris Mehmood Karthikeyan P. Saravanan Pablo Peso Parada David Tuckey Mete Ozay Gil Ho Lee Jungin Lee Seokyeong Jung 52 0 0 12 Mar 2025
Continuously Learning New Words in Automatic Speech Recognition Christian Huber Alexander Waibel SSL CLL 56 0 0 09 Jan 2024
Code-Switched Urdu ASR for Noisy Telephonic Environment using Data Centric Approach with Hybrid HMM and CNN-TDNN Muhammad Danyal Khan Raheem Ali A. Aziz 32 2 0 24 Jul 2023
Replay to Remember: Continual Layer-Specific Fine-tuning for German Speech Recognition Theresa Pekarek-Rosin S. Wermter VLM CLL 32 2 0 14 Jul 2023
Rehearsal-Free Online Continual Learning for Automatic Speech Recognition Steven Vander Eeckt Hugo Van hamme CLL 45 3 0 19 Jun 2023
Continual Learning for On-Device Speech Recognition using Disentangled Conformers Anuj Diwan Ching-Feng Yeh Wei-Ning Hsu Paden Tomasello Eunsol Choi David Harwath Abdel-rahman Mohamed CLL BDL 33 8 0 02 Dec 2022
Weight Averaging: A Simple Yet Effective Method to Overcome Catastrophic Forgetting in Automatic Speech Recognition Steven Vander Eeckt Hugo Van hamme CLL MoMe 67 14 0 27 Oct 2022
Damage Control During Domain Adaptation for Transducer Based Automatic Speech Recognition Somshubra Majumdar Shantanu Acharya Vitaly Lavrukhin Boris Ginsburg 29 3 0 06 Oct 2022
Incremental Learning for End-to-End Automatic Speech Recognition Li Fu Xiaoxiao Li Libo Zi Zhengchen Zhang Youzheng Wu Xiaodong He Bowen Zhou CLL 40 23 0 11 May 2020