Scaling End-to-End Models for Large-Scale Multilingual ASR

30 April 2021

Papers citing "Scaling End-to-End Models for Large-Scale Multilingual ASR"

23 / 23 papers shown

Title
LUPET: Incorporating Hierarchical Information Path into Multilingual ASR Wei Liu Jingyong Hou Dong Yang Muyong Cao Tan Lee 80 1 0 10 Jan 2025
Dual-Pipeline with Low-Rank Adaptation for New Language Integration in Multilingual ASR Yerbolat Khassanov Zhipeng Chen Tianfeng Chen Tze Yuang Chong Wei Li Jun Zhang Lu Lu Yuxuan Wang AI4CE 21 0 0 12 Jun 2024
Whistle: Data-Efficient Multilingual and Crosslingual Speech Recognition via Weakly Phonetic Supervision Saierdaer Yusuyin Te Ma Hao Huang Wenbo Zhao Zhijian Ou 52 2 0 04 Jun 2024
Multi-modal Deep Learning Chen Yuhua MedIm 33 35 0 06 Mar 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
Findings of the 2023 ML-SUPERB Challenge: Pre-Training and Evaluation over More Languages and Beyond Jiatong Shi William Chen Dan Berrebbi Hsiu-Hsuan Wang Wei-Ping Huang ... Yuxun Tang Shang-Wen Li Abdelrahman Mohamed Hung-yi Lee Shinji Watanabe LRM ELM 42 15 0 09 Oct 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
UML: A Universal Monolingual Output Layer for Multilingual ASR Chaoyang Zhang Bo-wen Li Tara N. Sainath Trevor Strohman Shuo-yiin Chang 36 7 0 22 Feb 2023
Efficient Domain Adaptation for Speech Foundation Models Bo-wen Li DongSeon Hwang Zhouyuan Huo Junwen Bai Guru Prakash ... K. Sim Yu Zhang Wei Han Trevor Strohman F. Beaufays AI4CE 44 23 0 03 Feb 2023
Improved Self-Supervised Multilingual Speech Representation Learning Combined with Auxiliary Language Information Fenglin Ding Genshun Wan Pengcheng Li Jia-Yu Pan Cong Liu SSL 25 1 0 07 Dec 2022
Massively Multilingual ASR on 70 Languages: Tokenization, Architecture, and Generalization Capabilities Andros Tjandra Nayan Singhal David C. Zhang Ozlem Kalinli Abdel-rahman Mohamed Duc Le M. Seltzer 32 12 0 10 Nov 2022
Towards Zero-Shot Code-Switched Speech Recognition Brian Yan Matthew Wiesner Ondˇrej Klejch P. Jyothi Shinji Watanabe 26 19 0 02 Nov 2022
Scaling Up Deliberation for Multilingual ASR Ke Hu Bo-wen Li Tara N. Sainath LRM 25 9 0 11 Oct 2022
Combining Spectral and Self-Supervised Features for Low Resource Speech Recognition and Translation Dan Berrebbi Jiatong Shi Brian Yan Osbel López-Francisco Jonathan D. Amith Shinji Watanabe 10 26 0 05 Apr 2022
Language Adaptive Cross-lingual Speech Representation Learning with Sparse Sharing Sub-networks Yizhou Lu Mingkun Huang Xinghua Qu Pengfei Wei Zejun Ma 27 19 0 09 Mar 2022
Improving the fusion of acoustic and text representations in RNN-T Chao Zhang Bo-wen Li Zhiyun Lu Tara N. Sainath Shuo-yiin Chang AI4CE 43 12 0 25 Jan 2022
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale Arun Babu Changhan Wang Andros Tjandra Kushal Lakhotia Qiantong Xu ... Yatharth Saraf J. Pino Alexei Baevski Alexis Conneau Michael Auli SSL 32 657 0 17 Nov 2021
Exploring Heterogeneous Characteristics of Layers in ASR Models for More Efficient Training Lillian Zhou Dhruv Guliani Andreas Kabel Giovanni Motta F. Beaufays 23 1 0 08 Oct 2021
Enabling On-Device Training of Speech Recognition Models with Federated Dropout Dhruv Guliani Lillian Zhou Changwan Ryu Tien-Ju Yang Harry Zhang Yong Xiao F. Beaufays Giovanni Motta FedML 33 16 0 07 Oct 2021
A Study of Multilingual End-to-End Speech Recognition for Kazakh, Russian, and English Saida Mussakhojayeva Yerbolat Khassanov H. A. Varol 19 17 0 03 Aug 2021
Pushing the Limits of Semi-Supervised Learning for Automatic Speech Recognition Yu Zhang James Qin Daniel S. Park Wei Han Chung-Cheng Chiu Ruoming Pang Quoc V. Le Yonghui Wu VLM SSL 146 308 0 20 Oct 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 264 4,489 0 23 Jan 2020