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Transformer-based Online CTC/attention End-to-End Speech Recognition Architecture

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020

15 January 2020

Pengyuan Zhang

Papers citing "Transformer-based Online CTC/attention End-to-End Speech Recognition Architecture"

31 / 31 papers shown

Title
Spiralformer: Low Latency Encoder for Streaming Speech Recognition with Circular Layer Skipping and Early Exiting E. Tsunoo Hayato Futami Yosuke Kashiwagi Siddhant Arora Shinji Watanabe 92 0 0 01 Oct 2025
EgoSpeak: Learning When to Speak for Egocentric Conversational Agents in the WildNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 Junhyeok Kim Min Soo Kim Jiwan Chung Jungbin Cho Jisoo Kim Sungwoong Kim Gyeongbo Sim Youngjae Yu EgoV 145 3 0 17 Feb 2025
Research on an improved Conformer end-to-end Speech Recognition Model with R-Drop Structure Weidong Ji Shijie Zan Guohui Zhou Xu Wang SyDa 174 1 0 14 Jun 2023
Streaming Speech-to-Confusion Network Speech RecognitionInterspeech (Interspeech), 2023 Denis Filimonov Prabhat Pandey Ariya Rastrow Ankur Gandhe A. Stolcke HAI 178 0 0 02 Jun 2023
Improved Training for End-to-End Streaming Automatic Speech Recognition Model with PunctuationInterspeech (Interspeech), 2023 Hanbyul Kim S. Seo Lukas Lee Seolki Baek 105 3 0 02 Jun 2023
HYBRIDFORMER: improving SqueezeFormer with hybrid attention and NSR mechanismIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Yuguang Yang Yu Pan Jingjing Yin Jiangyu Han Lei Ma Heng Lu 111 14 0 15 Mar 2023
UFO2: A unified pre-training framework for online and offline speech recognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Li Fu Siqi Li Qingtao Li L. Deng Fangzhu Li Lu Fan Meng Chen Xiaodong He OffRL 273 8 0 26 Oct 2022
Attention Enhanced Citrinet for Speech RecognitionInterspeech (Interspeech), 2022 Xianchao Wu 182 1 0 01 Sep 2022
Deep Sparse Conformer for Speech RecognitionInterspeech (Interspeech), 2022 Xianchao Wu 110 2 0 01 Sep 2022
Intermediate-layer output Regularization for Attention-based Speech Recognition with Shared Decoder Jicheng Zhang Yizhou Peng Haihua Xu Yi He Chng Eng Siong Hao-Ming Huang AuLLM 227 7 0 09 Jul 2022
Improving Streaming End-to-End ASR on Transformer-based Causal Models with Encoder States Revision StrategiesInterspeech (Interspeech), 2022 Zehan Li Haoran Miao Keqi Deng Gaofeng Cheng Sanli Tian Ta Li Yonghong Yan KELM 179 5 0 06 Jul 2022
Boosting Cross-Domain Speech Recognition with Self-SupervisionIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022 Hanjing Zhu Gaofeng Cheng Yongfeng Zhang Wenxin Hou Pengyuan Zhang Yonghong Yan 326 22 0 20 Jun 2022
CUSIDE: Chunking, Simulating Future Context and Decoding for Streaming ASRInterspeech (Interspeech), 2022 Keyu An Huahuan Zheng Zhijian Ou Hongyu Xiang Ke Ding Guanglu Wan AI4TS 153 21 0 31 Mar 2022
WeNet 2.0: More Productive End-to-End Speech Recognition ToolkitInterspeech (Interspeech), 2022 Binbin Zhang Di Wu Zhendong Peng Xingcheng Song Zhuoyuan Yao Hang Lv Linfu Xie Chao Yang Fuping Pan Jianwei Niu VLM 256 127 0 29 Mar 2022
Run-and-back stitch search: novel block synchronous decoding for streaming encoder-decoder ASRIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 E. Tsunoo Chaitanya Narisetty Michael Hentschel Yosuke Kashiwagi Shinji Watanabe 127 3 0 25 Jan 2022
Recent Advances in End-to-End Automatic Speech RecognitionAPSIPA Transactions on Signal and Information Processing (TASIP), 2021 Jinyu Li VLM 403 425 0 02 Nov 2021
A Melody-Unsupervision Model for Singing Voice Synthesis Soonbeom Choi Juhan Nam 135 15 0 13 Oct 2021
Deformable TDNN with adaptive receptive fields for speech recognitionInterspeech (Interspeech), 2021 Keyu An Yi Zhang Zhijian Ou 82 5 0 30 Apr 2021
WNARS: WFST based Non-autoregressive Streaming End-to-End Speech Recognition Zhichao Wang Wenwen Yang Pan Zhou Wei Chen RALM 142 18 0 08 Apr 2021
Mutually-Constrained Monotonic Multihead Attention for Online ASRIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 Jae-gyun Song Hajin Shim Eunho Yang 63 0 0 26 Mar 2021
Parallelizing Legendre Memory Unit TrainingInternational Conference on Machine Learning (ICML), 2021 Narsimha Chilkuri C. Eliasmith 195 44 0 22 Feb 2021
Thank you for Attention: A survey on Attention-based Artificial Neural Networks for Automatic Speech RecognitionIntelligent Systems with Applications (ISA), 2021 Priyabrata Karmakar S. Teng Guojun Lu 126 35 0 14 Feb 2021
WeNet: Production oriented Streaming and Non-streaming End-to-End Speech Recognition ToolkitInterspeech (Interspeech), 2021 Zhuoyuan Yao Di Wu Xiong Wang Binbin Zhang Fan Yu Chao Yang Zhendong Peng Xiaoyu Chen Lei Xie X. Lei 343 307 0 02 Feb 2021
Fast offline Transformer-based end-to-end automatic speech recognition for real-world applicationsETRI Journal (ETRI J.), 2021 Y. Oh Kiyoung Park Jeongue Park OffRL 294 6 0 14 Jan 2021
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 327 19 0 12 Oct 2020
Super-Human Performance in Online Low-latency Recognition of Conversational Speech T. Nguyen S. Stueker A. Waibel BDL 329 41 0 07 Oct 2020
Large-scale Transfer Learning for Low-resource Spoken Language UnderstandingInterspeech (Interspeech), 2020 X. Jia Jianzong Wang Zhiyong Zhang Ning Cheng Jing Xiao 158 17 0 13 Aug 2020
Transformer with Bidirectional Decoder for Speech RecognitionInterspeech (Interspeech), 2020 Xi Chen Songyang Zhang Dandan Song P. Ouyang Shouyi Yin 131 15 0 11 Aug 2020
Low-Latency Sequence-to-Sequence Speech Recognition and Translation by Partial Hypothesis Selection Danni Liu Gerasimos Spanakis Jan Niehues 127 60 0 22 May 2020
A Comparison of Label-Synchronous and Frame-Synchronous End-to-End Models for Speech Recognition Linhao Dong Cheng Yi Jianzong Wang Shiyu Zhou Shuang Xu X. Jia Bo Xu 130 18 0 20 May 2020
A Further Study of Unsupervised Pre-training for Transformer Based Speech Recognition Dongwei Jiang Wubo Li Ruixiong Zhang Miao Cao Ne Luo Yang Han Wei Zou Xiangang Li SSL 201 31 0 20 May 2020