Massively Multilingual ASR: 50 Languages, 1 Model, 1 Billion Parameters

Massively Multilingual ASR: 50 Languages, 1 Model, 1 Billion Parameters

6 July 2020

Paden Tomasello

Vitaliy Liptchinsky

Gabriel Synnaeve

Papers citing "Massively Multilingual ASR: 50 Languages, 1 Model, 1 Billion Parameters"

18 / 18 papers shown

Title
LUPET: Incorporating Hierarchical Information Path into Multilingual ASR Wei Liu Jingyong Hou Dong Yang Muyong Cao Tan Lee 114 1 0 10 Jan 2025
GigaSpeech 2: An Evolving, Large-Scale and Multi-domain ASR Corpus for Low-Resource Languages with Automated Crawling, Transcription and Refinement Yifan Yang Zheshu Song Jianheng Zhuo Mingyu Cui Jinpeng Li ... Shuai Fan Kai Yu Wei Zhang Guoguo Chen Xie Chen 88 11 0 17 Jun 2024
Whistle: Data-Efficient Multilingual and Crosslingual Speech Recognition via Weakly Phonetic Supervision Saierdaer Yusuyin Te Ma Hao Huang Wenbo Zhao Zhijian Ou 81 4 0 04 Jun 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 99 15 0 09 Oct 2023
End-to-end ASR: from Supervised to Semi-Supervised Learning with Modern Architectures Gabriel Synnaeve Qiantong Xu Jacob Kahn Tatiana Likhomanenko Edouard Grave Vineel Pratap Anuroop Sriram Vitaliy Liptchinsky R. Collobert SSL AI4TS 105 247 0 19 Nov 2019
Large-Scale Multilingual Speech Recognition with a Streaming End-to-End Model Anjuli Kannan A. Datta Tara N. Sainath Eugene Weinstein Bhuvana Ramabhadran Yonghui Wu Ankur Bapna Zhiwen Chen Seungjin Lee AuLLM 53 174 0 11 Sep 2019
Multilingual Neural Machine Translation with Language Clustering Xu Tan Jiale Chen Di He Yingce Xia Tao Qin Tie-Yan Liu 199 111 0 25 Aug 2019
SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition Daniel S. Park William Chan Yu Zhang Chung-Cheng Chiu Barret Zoph E. D. Cubuk Quoc V. Le VLM 159 3,451 0 18 Apr 2019
Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions Awni Y. Hannun Ann Lee Qiantong Xu R. Collobert 53 95 0 04 Apr 2019
Massively Multilingual Adversarial Speech Recognition Oliver Adams Sanjeev Khudanpur Shinji Watanabe David Yarowsky 38 76 0 03 Apr 2019
Cross-lingual Language Model Pretraining Guillaume Lample Alexis Conneau 73 2,735 0 22 Jan 2019
wav2letter++: The Fastest Open-source Speech Recognition System Vineel Pratap Awni Y. Hannun Qiantong Xu Jeff Cai Jacob Kahn Gabriel Synnaeve Vitaliy Liptchinsky R. Collobert VLM 54 156 0 18 Dec 2018
Bytes are All You Need: End-to-End Multilingual Speech Recognition and Synthesis with Bytes Yue Liu Yu Zhang Tara N. Sainath Yonghui Wu William Chan AuLLM 62 130 0 22 Nov 2018
Multilingual sequence-to-sequence speech recognition: architecture, transfer learning, and language modeling Jaejin Cho M. Baskar Ruizhi Li Sanjeev Khudanpur Sri Harish Reddy Mallidi Nelson Yalta M. Karafiát Shinji Watanabe Takaaki Hori 61 122 0 04 Oct 2018
Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates Taku Kudo 195 1,165 0 29 Apr 2018
Multi-Dialect Speech Recognition With A Single Sequence-To-Sequence Model Yue Liu Tara N. Sainath K. Sim M. Bacchiani Eugene Weinstein Patrick Nguyen Zhiwen Chen Yan-Qing Wu Kanishka Rao 46 134 0 05 Dec 2017
Multilingual Speech Recognition With A Single End-To-End Model Shubham Toshniwal Tara N. Sainath Ron J. Weiss Yue Liu Pedro J. Moreno Eugene Weinstein Kanishka Rao 49 264 0 06 Nov 2017
Sequence Transduction with Recurrent Neural Networks Alex Graves 171 1,866 0 14 Nov 2012