Meta Learning for End-to-End Low-Resource Speech Recognition

26 October 2019

Papers citing "Meta Learning for End-to-End Low-Resource Speech Recognition"

36 / 36 papers shown

Title
Adaptive Clipping for Privacy-Preserving Few-Shot Learning: Enhancing Generalization with Limited Data Kanishka Ranaweera Dinh C. Nguyen P. Pathirana David B. Smith Ming Ding Thierry Rakotoarivelo A. Seneviratne 31 0 0 27 Mar 2025
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 181 0 0 24 Feb 2025
Meta-Learning in Audio and Speech Processing: An End to End Comprehensive Review Athul Raimon Shubha Masti Shyam K Sateesh Siyani Vengatagiri Bhaskarjyoti Das VLM AI4TS 38 1 0 19 Aug 2024
PhasePerturbation: Speech Data Augmentation via Phase Perturbation for Automatic Speech Recognition Chengxi Lei Satwinder Singh Feng Hou Xiaoyun Jia Ruili Wang 25 1 0 13 Dec 2023
Multilingual Sentence-Level Semantic Search using Meta-Distillation Learning Meryem M'hamdi Jonathan May Franck Dernoncourt Trung Bui Seunghyun Yoon FedML 29 1 0 15 Sep 2023
A meta learning scheme for fast accent domain expansion in Mandarin speech recognition Z. Zhu Changhao Shan Bihong Zhang Jian Yu 41 0 0 23 Jul 2023
Master-ASR: Achieving Multilingual Scalability and Low-Resource Adaptation in ASR with Modular Learning Zhongzhi Yu Yang Zhang Kaizhi Qian Y. Fu Yingyan Lin 33 13 0 23 Jun 2023
MoLE : Mixture of Language Experts for Multi-Lingual Automatic Speech Recognition Yoohwan Kwon Soo-Whan Chung MoE 24 16 0 27 Feb 2023
Meta Auxiliary Learning for Low-resource Spoken Language Understanding Yingying Gao Junlan Feng Chaorui Deng Shilei Zhang 16 2 0 26 Jun 2022
Adaptive Activation Network For Low Resource Multilingual Speech Recognition Jian Luo Jianzong Wang Ning Cheng Zhenpeng Zheng Jing Xiao 25 0 0 28 May 2022
Improved Meta Learning for Low Resource Speech Recognition Satwinder Singh Ruili Wang Feng Hou 40 18 0 11 May 2022
Meta Learning for Natural Language Processing: A Survey Hung-yi Lee Shang-Wen Li Ngoc Thang Vu 57 42 0 03 May 2022
Text-To-Speech Data Augmentation for Low Resource Speech Recognition Rodolfo Zevallos 19 4 0 01 Apr 2022
Improving the transferability of speech separation by meta-learning Kuan-Po Huang Yuan-Kuei Wu Hung-yi Lee 35 1 0 11 Mar 2022
Towards Better Meta-Initialization with Task Augmentation for Kindergarten-aged Speech Recognition Yunzheng Zhu Ruchao Fan Abeer Alwan CLL 31 4 0 24 Feb 2022
OSSEM: one-shot speaker adaptive speech enhancement using meta learning Cheng Yu Szu-Wei Fu Tsun-An Hsieh Yu Tsao Mirco Ravanelli VLM 34 4 0 10 Nov 2021
Recent Advances in End-to-End Automatic Speech Recognition Jinyu Li VLM 32 363 0 02 Nov 2021
On sensitivity of meta-learning to support data Mayank Agarwal Mikhail Yurochkin Yuekai Sun 22 20 0 26 Oct 2021
Challenges and Opportunities of Speech Recognition for Bengali Language M. F. Mridha Abu Quwsar Ohi Md. Abdul Hamid M. Monowar 23 4 0 27 Sep 2021
Wav-BERT: Cooperative Acoustic and Linguistic Representation Learning for Low-Resource Speech Recognition Guolin Zheng Yubei Xiao Ke Gong Pan Zhou Xiaodan Liang Liang Lin 32 26 0 19 Sep 2021
Rapid Model Architecture Adaption for Meta-Learning Yiren Zhao Xitong Gao Ilia Shumailov Nicolò Fusi Robert D. Mullins 33 4 0 10 Sep 2021
Multi-accent Speech Separation with One Shot Learning Kuan-Po Huang Yuan-Kuei Wu Hung-yi Lee 41 4 0 22 Jun 2021
Bridging Multi-Task Learning and Meta-Learning: Towards Efficient Training and Effective Adaptation Haoxiang Wang Han Zhao Bo-wen Li 37 88 0 16 Jun 2021
Exploiting Adapters for Cross-lingual Low-resource Speech Recognition Wenxin Hou Hanlin Zhu Yidong Wang Jindong Wang Tao Qin Renjun Xu T. Shinozaki 35 63 0 18 May 2021
End-to-End Speech Recognition from Federated Acoustic Models Yan Gao Titouan Parcollet Salah Zaiem Javier Fernandez-Marques Pedro Porto Buarque de Gusmão Daniel J. Beutel Nicholas D. Lane 28 43 0 29 Apr 2021
Investigating Bi-Level Optimization for Learning and Vision from a Unified Perspective: A Survey and Beyond Risheng Liu Jiaxin Gao Jin Zhang Deyu Meng Zhouchen Lin AI4CE 59 222 0 27 Jan 2021
Adversarial Meta Sampling for Multilingual Low-Resource Speech Recognition Yubei Xiao Ke Gong Pan Zhou Guolin Zheng Xiaodan Liang Liang Lin 30 34 0 22 Dec 2020
One Shot Learning for Speech Separation Yuan-Kuei Wu Kuan-Po Huang Yu Tsao Hung-yi Lee VLM 29 7 0 20 Nov 2020
Recognition-Synthesis Based Non-Parallel Voice Conversion with Adversarial Learning Jing-Xuan Zhang Zhenhua Ling Lirong Dai 15 6 0 05 Aug 2020
Weakly Supervised Construction of ASR Systems with Massive Video Data Mengli Cheng Chengyu Wang Xu Hu Jun Huang Xiaobo Wang 13 0 0 04 Aug 2020
Improving Cross-Lingual Transfer Learning for End-to-End Speech Recognition with Speech Translation Changhan Wang J. Pino Jiatao Gu 15 30 0 09 Jun 2020
DARTS-ASR: Differentiable Architecture Search for Multilingual Speech Recognition and Adaptation Yi-Chen Chen Jui-Yang Hsu Cheng-Kuang Lee Hung-yi Lee 18 32 0 13 May 2020
Meta-Transfer Learning for Code-Switched Speech Recognition Genta Indra Winata Samuel Cahyawijaya Zhaojiang Lin Zihan Liu Peng Xu Pascale Fung 46 55 0 29 Apr 2020
Meta-Learning in Neural Networks: A Survey Timothy M. Hospedales Antreas Antoniou P. Micaelli Amos Storkey OOD 58 1,935 0 11 Apr 2020
Learning Fast Adaptation on Cross-Accented Speech Recognition Genta Indra Winata Samuel Cahyawijaya Zihan Liu Zhaojiang Lin Andrea Madotto Peng Xu Pascale Fung 52 80 0 04 Mar 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 365 11,700 0 09 Mar 2017