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Developing Real-time Streaming Transformer Transducer for Speech Recognition on Large-scale Dataset

22 October 2020

Xie Chen

Papers citing "Developing Real-time Streaming Transformer Transducer for Speech Recognition on Large-scale Dataset"

29 / 29 papers shown

Title
Dual-mode ASR: Unify and Improve Streaming ASR with Full-context Modeling Jiahui Yu Wei Han Anmol Gulati Chung-Cheng Chiu Yue Liu Tara N. Sainath Yonghui Wu Ruoming Pang 103 19 0 12 Oct 2020
Transformer Transducer: One Model Unifying Streaming and Non-streaming Speech Recognition Anshuman Tripathi Jaeyoung Kim Qian Zhang Han Lu Hasim Sak 68 43 0 07 Oct 2020
Developing RNN-T Models Surpassing High-Performance Hybrid Models with Customization Capability Jinyu Li Rui Zhao Zhong Meng Yanqing Liu Wenning Wei ... V. Mazalov Zhenghao Wang Lei He Sheng Zhao Jiawei Liu 73 109 0 30 Jul 2020
On the Comparison of Popular End-to-End Models for Large Scale Speech Recognition Jinyu Li Yu-Huan Wu Yashesh Gaur Chengyi Wang Rui Zhao Shujie Liu 61 137 0 28 May 2020
Enhancing Monotonic Multihead Attention for Streaming ASR Hirofumi Inaguma Masato Mimura Tatsuya Kawahara 83 34 0 19 May 2020
Conformer: Convolution-augmented Transformer for Speech Recognition Anmol Gulati James Qin Chung-Cheng Chiu Niki Parmar Yu Zhang ... Wei Han Shibo Wang Zhengdong Zhang Yonghui Wu Ruoming Pang 229 3,164 0 16 May 2020
Streaming Transformer-based Acoustic Models Using Self-attention with Augmented Memory Chunyang Wu Yongqiang Wang Yangyang Shi Ching-Feng Yeh Frank Zhang RALM 73 63 0 16 May 2020
Transformer Transducer: A Streamable Speech Recognition Model with Transformer Encoders and RNN-T Loss Qian Zhang Han Lu Hasim Sak Anshuman Tripathi Erik McDermott Stephen Koo Shankar Kumar 101 481 0 07 Feb 2020
Streaming automatic speech recognition with the transformer model Niko Moritz Takaaki Hori Jonathan Le Roux 93 187 0 08 Jan 2020
Synchronous Transformers for End-to-End Speech Recognition Zhengkun Tian Jiangyan Yi Ye Bai J. Tao Shuai Zhang Zhengqi Wen 71 73 0 06 Dec 2019
RNN-T For Latency Controlled ASR With Improved Beam Search Mahaveer Jain Kjell Schubert Jay Mahadeokar Ching-Feng Yeh Kaustubh Kalgaonkar Anuroop Sriram Christian Fuegen M. Seltzer 71 45 0 05 Nov 2019
Transformer-Transducer: End-to-End Speech Recognition with Self-Attention Ching-Feng Yeh Jay Mahadeokar Kaustubh Kalgaonkar Yongqiang Wang Duc Le Mahaveer Jain Kjell Schubert Christian Fuegen M. Seltzer 92 150 0 28 Oct 2019
Transformer-based Acoustic Modeling for Hybrid Speech Recognition Yongqiang Wang Abdel-rahman Mohamed Duc Le Chunxi Liu Alex Xiao ... Xiaohui Zhang Frank Zhang Christian Fuegen Geoffrey Zweig M. Seltzer 66 249 0 22 Oct 2019
A Comparative Study on Transformer vs RNN in Speech Applications Shigeki Karita Nanxin Chen Tomoki Hayashi Takaaki Hori Hirofumi Inaguma ... Ryuichi Yamamoto Xiao-fei Wang Shinji Watanabe Takenori Yoshimura Wangyou Zhang 84 721 0 13 Sep 2019
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context Zihang Dai Zhilin Yang Yiming Yang J. Carbonell Quoc V. Le Ruslan Salakhutdinov VLM 263 3,747 0 09 Jan 2019
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 119 627 0 15 Nov 2018
Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates Taku Kudo 232 1,173 0 29 Apr 2018
Advancing Acoustic-to-Word CTC Model Jinyu Li Guoli Ye Amit Das Rui Zhao Jiawei Liu 68 98 0 15 Mar 2018
Self-Attention with Relative Position Representations Peter Shaw Jakob Uszkoreit Ashish Vaswani 190 2,304 0 06 Mar 2018
Exploring Architectures, Data and Units For Streaming End-to-End Speech Recognition with RNN-Transducer Kanishka Rao Hasim Sak Rohit Prabhavalkar AI4TS 86 348 0 02 Jan 2018
Monotonic Chunkwise Attention Chung-Cheng Chiu Colin Raffel 80 256 0 14 Dec 2017
State-of-the-art Speech Recognition With Sequence-to-Sequence Models Chung-Cheng Chiu Tara N. Sainath Yonghui Wu Rohit Prabhavalkar Patrick Nguyen ... Katya Gonina Navdeep Jaitly Yue Liu J. Chorowski M. Bacchiani AI4TS 101 1,154 0 05 Dec 2017
Exploring Neural Transducers for End-to-End Speech Recognition Eric Battenberg Jitong Chen R. Child Adam Coates Yashesh Gaur Yi Li ... Hairong Liu S. Satheesh David Seetapun Anuroop Sriram Zhenyao Zhu AI4TS 86 230 0 24 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 814 132,725 0 12 Jun 2017
Highway Long Short-Term Memory RNNs for Distant Speech Recognition Yu Zhang Guoguo Chen Dong Yu Kaisheng Yao Sanjeev Khudanpur James R. Glass 3DV AI4TS 78 292 0 30 Oct 2015
Listen, Attend and Spell William Chan Navdeep Jaitly Quoc V. Le Oriol Vinyals RALM 165 2,269 0 05 Aug 2015
Attention-Based Models for Speech Recognition J. Chorowski Dzmitry Bahdanau Dmitriy Serdyuk Kyunghyun Cho Yoshua Bengio 133 2,611 0 24 Jun 2015
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 587 27,345 0 01 Sep 2014
Sequence Transduction with Recurrent Neural Networks Alex Graves 195 1,872 0 14 Nov 2012