Continual Learning for On-Device Speech Recognition using Disentangled Conformers

2 December 2022

Papers citing "Continual Learning for On-Device Speech Recognition using Disentangled Conformers"

8 / 8 papers shown

Title
Less Forgetting for Better Generalization: Exploring Continual-learning Fine-tuning Methods for Speech Self-supervised Representations Salah Zaiem Titouan Parcollet S. Essid CLL 36 3 0 30 Jun 2024
Finding Task-specific Subnetworks in Multi-task Spoken Language Understanding Model Hayato Futami Siddhant Arora Yosuke Kashiwagi E. Tsunoo Shinji Watanabe 42 0 0 18 Jun 2024
Evaluating and Improving Continual Learning in Spoken Language Understanding Muqiao Yang Xiang Li Umberto Cappellazzo Shinji Watanabe Bhiksha Raj CLL 34 0 0 16 Feb 2024
Continual Contrastive Spoken Language Understanding Umberto Cappellazzo Enrico Fini Muqiao Yang Daniele Falavigna Alessio Brutti Bhiksha Raj CLL 28 1 0 04 Oct 2023
Cost-effective On-device Continual Learning over Memory Hierarchy with Miro Xinyue Ma Suyeon Jeong Minjia Zhang Di Wang Jonghyun Choi Myeongjae Jeon CLL 16 13 0 11 Aug 2023
Rehearsal-Free Online Continual Learning for Automatic Speech Recognition Steven Vander Eeckt Hugo Van hamme CLL 40 3 0 19 Jun 2023
Omni-sparsity DNN: Fast Sparsity Optimization for On-Device Streaming E2E ASR via Supernet Haichuan Yang Yuan Shangguan Dilin Wang Meng Li P. Chuang Xiaohui Zhang Ganesh Venkatesh Ozlem Kalinli Vikas Chandra 32 14 0 15 Oct 2021
Fast Contextual Adaptation with Neural Associative Memory for On-Device Personalized Speech Recognition Tsendsuren Munkhdalai K. Sim Angad Chandorkar Fan Gao Mason Chua Trevor Strohman F. Beaufays 32 34 0 05 Oct 2021