Language Adaptive Cross-lingual Speech Representation Learning with
Sparse Sharing Sub-networks

Language Adaptive Cross-lingual Speech Representation Learning with Sparse Sharing Sub-networks

9 March 2022

Papers citing "Language Adaptive Cross-lingual Speech Representation Learning with Sparse Sharing Sub-networks"

12 / 12 papers shown

Title
Low-Rank and Sparse Model Merging for Multi-Lingual Speech Recognition and Translation Qiuming Zhao Guangzhi Sun Chao Zhang Mingxing Xu Thomas Fang Zheng MoMe VLM 57 0 0 24 Feb 2025
LoRA-Whisper: Parameter-Efficient and Extensible Multilingual ASR Zheshu Song Jianheng Zhuo Yifan Yang Ziyang Ma Shixiong Zhang Xie Chen 23 9 0 07 Jun 2024
Examining Modularity in Multilingual LMs via Language-Specialized Subnetworks Rochelle Choenni Ekaterina Shutova Daniel H Garrette 19 8 0 14 Nov 2023
Dynamic ASR Pathways: An Adaptive Masking Approach Towards Efficient Pruning of A Multilingual ASR Model Jiamin Xie Ke Li Jinxi Guo Andros Tjandra Shangguan Yuan Leda Sari Chunyang Wu J. Jia Jay Mahadeokar Ozlem Kalinli 10 2 0 22 Sep 2023
LaDA: Latent Dialogue Action For Zero-shot Cross-lingual Neural Network Language Modeling Zhanyu Ma Jian Ye Shuang Cheng 18 1 0 05 Aug 2023
Improving Massively Multilingual ASR With Auxiliary CTC Objectives William Chen Brian Yan Jiatong Shi Yifan Peng Soumi Maiti Shinji Watanabe 28 30 0 24 Feb 2023
Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing Yonggan Fu Yang Zhang Kaizhi Qian Zhifan Ye Zhongzhi Yu Cheng-I Jeff Lai Yingyan Lin 8 8 0 02 Nov 2022
Towards Zero-Shot Code-Switched Speech Recognition Brian Yan Matthew Wiesner Ondˇrej Klejch P. Jyothi Shinji Watanabe 8 18 0 02 Nov 2022
Data-Efficient Cross-Lingual Transfer with Language-Specific Subnetworks Rochelle Choenni Dan Garrette Ekaterina Shutova 21 2 0 31 Oct 2022
Learning ASR pathways: A sparse multilingual ASR model Mu Yang Andros Tjandra Chunxi Liu David C. Zhang Duc Le Ozlem Kalinli 29 13 0 13 Sep 2022
PADA: Pruning Assisted Domain Adaptation for Self-Supervised Speech Representations L. D. Prasad Sreyan Ghosh S. Umesh 12 12 0 31 Mar 2022
Importance-based Neuron Allocation for Multilingual Neural Machine Translation Wanying Xie Yang Feng Shuhao Gu Dong Yu 23 32 0 14 Jul 2021