Multilingual sequence-to-sequence speech recognition: architecture, transfer learning, and language modeling

4 October 2018

Sri Harish Reddy Mallidi

Papers citing "Multilingual sequence-to-sequence speech recognition: architecture, transfer learning, and language modeling"

25 / 25 papers shown

Title
Multilingual Contextual Adapters To Improve Custom Word Recognition In Low-resource Languages Devang Kulshreshtha Saket Dingliwal Brady C. Houston S. Bodapati 14 2 0 03 Jul 2023
DinoSR: Self-Distillation and Online Clustering for Self-supervised Speech Representation Learning Alexander H. Liu Heng-Jui Chang Michael Auli Wei-Ning Hsu James R. Glass 27 25 0 17 May 2023
Deep Transfer Learning for Automatic Speech Recognition: Towards Better Generalization Hamza Kheddar Yassine Himeur S. Al-Maadeed Abbes Amira F. Bensaali 47 76 0 27 Apr 2023
Deep representation learning: Fundamentals, Perspectives, Applications, and Open Challenges K. T. Baghaei Amirreza Payandeh Pooya Fayyazsanavi Shahram Rahimi Zhiqian Chen Somayeh Bakhtiari Ramezani FaML AI4TS 38 6 0 27 Nov 2022
Maestro-U: Leveraging joint speech-text representation learning for zero supervised speech ASR Zhehuai Chen Ankur Bapna Andrew Rosenberg Yu Zhang Bhuvana Ramabhadran Pedro J. Moreno Nanxin Chen 51 17 0 18 Oct 2022
End-to-End Spoken Language Understanding: Performance analyses of a voice command task in a low resource setting Thierry Desot François Portet Michel Vacher 27 12 0 17 Jul 2022
Non-Linear Pairwise Language Mappings for Low-Resource Multilingual Acoustic Model Fusion Muhammad Umar Farooq Darshan Adiga Haniya Narayana Thomas Hain 27 2 0 07 Jul 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
Cascaded Multilingual Audio-Visual Learning from Videos Andrew Rouditchenko Angie Boggust David Harwath Samuel Thomas Hilde Kuehne ... Yikang Shen Rogerio Feris Brian Kingsbury M. Picheny James R. Glass 131 8 0 08 Nov 2021
Recent Advances in End-to-End Automatic Speech Recognition Jinyu Li VLM 37 363 0 02 Nov 2021
A Study of Multilingual End-to-End Speech Recognition for Kazakh, Russian, and English Saida Mussakhojayeva Yerbolat Khassanov H. A. Varol 22 17 0 03 Aug 2021
Improved Language Identification Through Cross-Lingual Self-Supervised Learning Andros Tjandra Diptanu Gon Choudhury Frank Zhang Kritika Singh Alexis Conneau Alexei Baevski Assaf Sela Yatharth Saraf Michael Auli VLM SSL 24 35 0 08 Jul 2021
End-to-end acoustic modelling for phone recognition of young readers Lucile Gelin Morgane Daniel J. Pinquier Thomas Pellegrini 18 13 0 04 Mar 2021
Train your classifier first: Cascade Neural Networks Training from upper layers to lower layers Shucong Zhang Cong-Thanh Do R. Doddipatla Erfan Loweimi P. Bell Steve Renals 24 2 0 09 Feb 2021
Unsupervised Cross-lingual Representation Learning for Speech Recognition Alexis Conneau Alexei Baevski R. Collobert Abdel-rahman Mohamed Michael Auli SSL 70 754 0 24 Jun 2020
Multilingual acoustic word embedding models for processing zero-resource languages Herman Kamper Yevgen Matusevych Sharon Goldwater 31 24 0 06 Feb 2020
Meta Learning for End-to-End Low-Resource Speech Recognition Jui-Yang Hsu Yuan-Jui Chen Hung-yi Lee 27 103 0 26 Oct 2019
A practical two-stage training strategy for multi-stream end-to-end speech recognition Ruizhi Li Gregory Sell Xiaofei Wang Shinji Watanabe H. Hermansky 21 7 0 23 Oct 2019
Multilingual End-to-End Speech Translation Hirofumi Inaguma Kevin Duh Tatsuya Kawahara Shinji Watanabe LRM 28 86 0 01 Oct 2019
Semi-supervised Sequence-to-sequence ASR using Unpaired Speech and Text M. Baskar Shinji Watanabe Ramón Fernández Astudillo Takaaki Hori L. Burget J. Černocký 36 41 0 30 Apr 2019
Pretraining by Backtranslation for End-to-end ASR in Low-Resource Settings Sanjeev Khudanpur Adithya Renduchintala Shinji Watanabe Shuoyang Ding Najim Dehak Sanjeev Khudanpur 21 32 0 10 Dec 2018
Stream attention-based multi-array end-to-end speech recognition Xiaofei Wang Ruizhi Li Sri Harish Reddy Mallidi Takaaki Hori Shinji Watanabe H. Hermansky 25 21 0 12 Nov 2018
Analysis of Multilingual Sequence-to-Sequence speech recognition systems Jiayang Liu M. Baskar Weiming Zhang Takaaki Hori Sanjeev Khudanpur Jan ''Honza'' Cernocký 33 18 0 07 Nov 2018
Transfer learning of language-independent end-to-end ASR with language model fusion S. Hariri Jaejin Cho M. Baskar Tatsuya Kawahara R. Brunner 16 42 0 06 Nov 2018
Language model integration based on memory control for sequence to sequence speech recognition Aaron Springer Shinji Watanabe Takaaki Hori M. Baskar Hirofumi Inaguma Jesus Villalba Najim Dehak KELM 41 5 0 06 Nov 2018