An analysis of incorporating an external language model into a sequence-to-sequence model

6 December 2017

Papers citing "An analysis of incorporating an external language model into a sequence-to-sequence model"

50 / 108 papers shown

Title
Transformer-based end-to-end speech recognition with residual Gaussian-based self-attention Chen Liang Menglong Xu Xiao-Lei Zhang 59 9 0 29 Mar 2021
Personalization Strategies for End-to-End Speech Recognition Systems Aditya Gourav Linda Liu Ankur Gandhe Yile Gu Guitang Lan ... Gautam Tiwari Denis Filimonov Ariya Rastrow A. Stolcke I. Bulyko 54 39 0 15 Feb 2021
Deep Shallow Fusion for RNN-T Personalization Duc Le Gil Keren Julian Chan Jay Mahadeokar Christian Fuegen M. Seltzer 76 80 0 16 Nov 2020
Improving RNN Transducer Based ASR with Auxiliary Tasks Chunxi Liu Frank Zhang Duc Le Suyoun Kim Yatharth Saraf Geoffrey Zweig 87 49 0 05 Nov 2020
Internal Language Model Estimation for Domain-Adaptive End-to-End Speech Recognition Zhong Meng S. Parthasarathy Eric Sun Yashesh Gaur Naoyuki Kanda Liang Lu Xie Chen Rui Zhao Jinyu Li Jiawei Liu AuLLM 77 110 0 03 Nov 2020
Memory Attentive Fusion: External Language Model Integration for Transformer-based Sequence-to-Sequence Model Mana Ihori Ryo Masumura Naoki Makishima Tomohiro Tanaka Akihiko Takashima Shota Orihashi KELM 25 1 0 29 Oct 2020
Multitask Training with Text Data for End-to-End Speech Recognition Peidong Wang Tara N. Sainath Ron J. Weiss 92 27 0 27 Oct 2020
Improved Neural Language Model Fusion for Streaming Recurrent Neural Network Transducer Suyoun Kim Shangguan Yuan Jay Mahadeokar A. Bruguier Christian Fuegen M. Seltzer Duc Le 63 29 0 26 Oct 2020
Transformer-based End-to-End Speech Recognition with Local Dense Synthesizer Attention Menglong Xu Shengqiang Li Xiao-Lei Zhang 69 32 0 23 Oct 2020
KoSpeech: Open-Source Toolkit for End-to-End Korean Speech Recognition Soohwan Kim Seyoung Bae Cheolhwang Won VLM 24 5 0 07 Sep 2020
Improving Tail Performance of a Deliberation E2E ASR Model Using a Large Text Corpus Cal Peyser S. Mavandadi Tara N. Sainath J. Apfel Ruoming Pang Shankar Kumar 81 46 0 24 Aug 2020
Adaptation Algorithms for Neural Network-Based Speech Recognition: An Overview P. Bell Joachim Fainberg Ondˇrej Klejch Jinyu Li Steve Renals P. Swietojanski 112 78 0 14 Aug 2020
Multi-Encoder-Decoder Transformer for Code-Switching Speech Recognition Xinyuan Zhou Emre Yilmaz Yanhua Long Yijie Li Haizhou Li 72 52 0 18 Jun 2020
Self-and-Mixed Attention Decoder with Deep Acoustic Structure for Transformer-based LVCSR Xinyuan Zhou Grandee Lee Emre Yilmaz Yanhua Long Jiaen Liang Haizhou Li 53 7 0 18 Jun 2020
Improving Proper Noun Recognition in End-to-End ASR By Customization of the MWER Loss Criterion Cal Peyser Tara N. Sainath Golan Pundak 57 14 0 19 May 2020
CTC-synchronous Training for Monotonic Attention Model Hirofumi Inaguma Masato Mimura Tatsuya Kawahara 25 7 0 10 May 2020
ESPnet-ST: All-in-One Speech Translation Toolkit Hirofumi Inaguma Shun Kiyono Kevin Duh Shigeki Karita Nelson Yalta Tomoki Hayashi Shinji Watanabe 118 166 0 21 Apr 2020
Minimum Latency Training Strategies for Streaming Sequence-to-Sequence ASR Hirofumi Inaguma Yashesh Gaur Liang Lu Jinyu Li Jiawei Liu AI4TS 73 46 0 10 Apr 2020
Deliberation Model Based Two-Pass End-to-End Speech Recognition Ke Hu Tara N. Sainath Ruoming Pang Rohit Prabhavalkar 92 87 0 17 Mar 2020
Hybrid Autoregressive Transducer (hat) Ehsan Variani David Rybach Cyril Allauzen Michael Riley 76 160 0 12 Mar 2020
Object Relational Graph with Teacher-Recommended Learning for Video Captioning Ziqi Zhang Yaya Shi Chunfen Yuan Bing Li Peijin Wang Weiming Hu Zhengjun Zha VLM 93 276 0 26 Feb 2020
A Density Ratio Approach to Language Model Fusion in End-To-End Automatic Speech Recognition Erik McDermott Hasim Sak Ehsan Variani 69 113 0 26 Feb 2020
Character-Aware Attention-Based End-to-End Speech Recognition Zhong Meng Yashesh Gaur Jinyu Li Jiawei Liu 62 10 0 06 Jan 2020
Audio-attention discriminative language model for ASR rescoring Ankur Gandhe Ariya Rastrow 63 24 0 06 Dec 2019
ASR is all you need: cross-modal distillation for lip reading Triantafyllos Afouras Joon Son Chung Andrew Zisserman 63 135 0 28 Nov 2019
Minimum Bayes Risk Training of RNN-Transducer for End-to-End Speech Recognition Chao Weng Chengzhu Yu Jia Cui Chunlei Zhang Dong Yu 143 39 0 28 Nov 2019
Towards Online End-to-end Transformer Automatic Speech Recognition E. Tsunoo Yosuke Kashiwagi Toshiyuki Kumakura Shinji Watanabe 84 32 0 25 Oct 2019
End-to-End Speech Recognition: A review for the French Language Florian Boyer Jean-Luc Rouas AI4TS 60 10 0 18 Oct 2019
Transformer ASR with Contextual Block Processing E. Tsunoo Yosuke Kashiwagi Toshiyuki Kumakura Shinji Watanabe 113 64 0 16 Oct 2019
Self-Attention Transducers for End-to-End Speech Recognition Zhengkun Tian Jiangyan Yi J. Tao Ye Bai Zhengqi Wen AI4TS 80 72 0 28 Sep 2019
Improving OOV Detection and Resolution with External Language Models in Acoustic-to-Word ASR Hirofumi Inaguma Masato Mimura S. Sakai Tatsuya Kawahara 40 5 0 22 Sep 2019
Espresso: A Fast End-to-end Neural Speech Recognition Toolkit Yiming Wang Tongfei Chen Hainan Xu Shuoyang Ding Hang Lv Yiwen Shao Nanyun Peng Lei Xie Shinji Watanabe Sanjeev Khudanpur VLM 96 73 0 18 Sep 2019
Two-Pass End-to-End Speech Recognition Tara N. Sainath Ruoming Pang David Rybach Yanzhang He Rohit Prabhavalkar ... Qiao Liang Trevor Strohman Yonghui Wu Ian McGraw Chung-Cheng Chiu 99 148 0 29 Aug 2019
Learn Spelling from Teachers: Transferring Knowledge from Language Models to Sequence-to-Sequence Speech Recognition Ye Bai Jiangyan Yi J. Tao Zhengkun Tian Zhengqi Wen KELM 73 38 0 13 Jul 2019
Listen, Attend, Spell and Adapt: Speaker Adapted Sequence-to-Sequence ASR F. Weninger Jesús Andrés-Ferrer Xinwei Li P. Zhan AI4TS 77 26 0 08 Jul 2019
Phoneme-Based Contextualization for Cross-Lingual Speech Recognition in End-to-End Models Ke Hu A. Bruguier Tara N. Sainath Rohit Prabhavalkar Golan Pundak 38 19 0 21 Jun 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 65 40 0 30 Apr 2019
End-to-End Speech Translation with Knowledge Distillation Yuchen Liu Hao Xiong Zhongjun He Jiajun Zhang Hua Wu Haifeng Wang Chengqing Zong 97 155 0 17 Apr 2019
Automatic Spelling Correction with Transformer for CTC-based End-to-End Speech Recognition Shiliang Zhang Ming Lei Zhijie Yan 36 16 0 27 Mar 2019
Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling Jonathan Shen Patrick Nguyen Yonghui Wu Zhiwen Chen Mengzhao Chen ... William Chan Shubham Toshniwal Baohua Liao M. Nirschl Pat Rondon VLM 102 211 0 21 Feb 2019
A spelling correction model for end-to-end speech recognition Jinxi Guo Tara N. Sainath Ron J. Weiss AuLLM KELM 72 142 0 19 Feb 2019
End-to-end contextual speech recognition using class language models and a token passing decoder Zhehuai Chen Mahaveer Jain Yongqiang Wang M. Seltzer Christian Fuegen 79 54 0 05 Dec 2018
Streaming End-to-end Speech Recognition For Mobile Devices Yanzhang He Tara N. Sainath Rohit Prabhavalkar Ian McGraw R. Álvarez ... K. Sim Tom Bagby Shuo-yiin Chang Kanishka Rao A. Gruenstein 119 629 0 15 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 74 43 0 06 Nov 2018
Audio-Visual Speech Recognition With A Hybrid CTC/Attention Architecture Stavros Petridis Themos Stafylakis Pingchuan Ma Georgios Tzimiropoulos Maja Pantic 73 131 0 28 Sep 2018
Deep Audio-Visual Speech Recognition Triantafyllos Afouras Joon Son Chung A. Senior Oriol Vinyals Andrew Zisserman 103 710 0 06 Sep 2018
End-to-end Speech Recognition with Word-based RNN Language Models Takaaki Hori Jaejin Cho Shinji Watanabe 81 107 0 08 Aug 2018
Deep context: end-to-end contextual speech recognition Golan Pundak Tara N. Sainath Rohit Prabhavalkar Anjuli Kannan Ding Zhao 76 189 0 07 Aug 2018
A Comparison of Techniques for Language Model Integration in Encoder-Decoder Speech Recognition Shubham Toshniwal Anjuli Kannan Chung-Cheng Chiu Yonghui Wu Tara N. Sainath Karen Livescu 78 157 0 27 Jul 2018
Extending Recurrent Neural Aligner for Streaming End-to-End Speech Recognition in Mandarin Linhao Dong Shiyu Zhou Wei Chen Bo Xu 59 22 0 17 Jun 2018