Exploiting Adapters for Cross-lingual Low-resource Speech Recognition

Exploiting Adapters for Cross-lingual Low-resource Speech Recognition

18 May 2021

Papers citing "Exploiting Adapters for Cross-lingual Low-resource Speech Recognition"

19 / 19 papers shown

Title
Safe Gradient Flow for Bilevel Optimization Sina Sharifi Nazanin Abolfazli E. Y. Hamedani Mahyar Fazlyab 36 0 0 27 Jan 2025
How to Learn a New Language? An Efficient Solution for Self-Supervised Learning Models Unseen Languages Adaption in Low-Resource Scenario Shih-Heng Wang Zih-Ching Chen Jiatong Shi Ming To Chuang Guan-Ting Lin Kuan Po Huang David Harwath Shang-Wen Li Hung-yi Lee 81 1 0 27 Nov 2024
AdaptGCD: Multi-Expert Adapter Tuning for Generalized Category Discovery Yuxun Qu Yongqiang Tang Chenyang Zhang Wensheng Zhang 31 0 0 29 Oct 2024
ML-SUPERB 2.0: Benchmarking Multilingual Speech Models Across Modeling Constraints, Languages, and Datasets Jiatong Shi Shih-Heng Wang William Chen Martijn Bartelds Vanya Bannihatti Kumar ... Xuankai Chang Dan Jurafsky Karen Livescu Hung-yi Lee Shinji Watanabe AuLLM 77 5 0 12 Jun 2024
Efficient Adapter Finetuning for Tail Languages in Streaming Multilingual ASR Junwen Bai Bo-wen Li Qiujia Li Tara N. Sainath Trevor Strohman 38 3 0 17 Jan 2024
Audio-AdapterFusion: A Task-ID-free Approach for Efficient and Non-Destructive Multi-task Speech Recognition Hillary Ngai Rohan Agrawal Neeraj Gaur Ronny Huang Parisa Haghani P. M. Mengibar MoMe 44 0 0 17 Oct 2023
Parameter-efficient Dysarthric Speech Recognition Using Adapter Fusion and Householder Transformation Jinzi Qi Hugo Van hamme 40 3 0 12 Jun 2023
Comparison of Multilingual Self-Supervised and Weakly-Supervised Speech Pre-Training for Adaptation to Unseen Languages Andrew Rouditchenko Sameer Khurana Samuel Thomas Rogerio Feris Leonid Karlinsky Hilde Kuehne David Harwath Brian Kingsbury James R. Glass VLM 39 22 0 21 May 2023
Language-universal phonetic encoder for low-resource speech recognition Siyuan Feng Ming Tu Rui Xia Chuanzeng Huang Yuxuan Wang 36 2 0 19 May 2023
Language-Universal Phonetic Representation in Multilingual Speech Pretraining for Low-Resource Speech Recognition Siyuan Feng Ming Tu Rui Xia Chuanzeng Huang Yuxuan Wang 35 5 0 19 May 2023
Modular Deep Learning Jonas Pfeiffer Sebastian Ruder Ivan Vulić E. Ponti MoMe OOD 32 73 0 22 Feb 2023
CHAPTER: Exploiting Convolutional Neural Network Adapters for Self-supervised Speech Models Zih-Ching Chen Yu-Shun Sung Hung-yi Lee 29 16 0 01 Dec 2022
The NPU-ASLP System for The ISCSLP 2022 Magichub Code-Swiching ASR Challenge Yuhao Liang Pei-Ning Chen F. Yu Xinfa Zhu Tianyi Xu Linfu Xie 28 0 0 26 Oct 2022
Damage Control During Domain Adaptation for Transducer Based Automatic Speech Recognition Somshubra Majumdar Shantanu Acharya Vitaly Lavrukhin Boris Ginsburg 24 3 0 06 Oct 2022
Boosting Cross-Domain Speech Recognition with Self-Supervision Hanjing Zhu Gaofeng Cheng Jindong Wang Wenxin Hou Pengyuan Zhang Yonghong Yan 19 13 0 20 Jun 2022
Wav2vec-S: Semi-Supervised Pre-Training for Low-Resource ASR Hanjing Zhu Li Wang Jindong Wang Gaofeng Cheng Pengyuan Zhang Yonghong Yan SSL VLM 24 9 0 09 Oct 2021
Scalable and Efficient MoE Training for Multitask Multilingual Models Young Jin Kim A. A. Awan Alexandre Muzio Andres Felipe Cruz Salinas Liyang Lu Amr Hendy Samyam Rajbhandari Yuxiong He Hany Awadalla MoE 101 84 0 22 Sep 2021
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,984 0 20 Apr 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 362 11,700 0 09 Mar 2017