Title
Dynamic curriculum learning via data parameters for noise robust keyword spotting T. Higuchi Shreyas Saxena M. Souden Tien Dung Tran Masood Delfarah C. Dhir 26 8 0 18 Feb 2021
Echo State Speech Recognition H. Shrivastava Ankush Garg Yuan Cao Yu Zhang Tara N. Sainath 55 22 0 18 Feb 2021
End-to-End Automatic Speech Recognition with Deep Mutual Learning Ryo Masumura Mana Ihori Akihiko Takashima Tomohiro Tanaka Takanori Ashihara 27 5 0 16 Feb 2021
Fast End-to-End Speech Recognition via Non-Autoregressive Models and Cross-Modal Knowledge Transferring from BERT Ye Bai Jiangyan Yi J. Tao Zhengkun Tian Zhengqi Wen Shuai Zhang RALM 33 51 0 15 Feb 2021
Do as I mean, not as I say: Sequence Loss Training for Spoken Language Understanding Milind Rao Pranav Dheram Gautam Tiwari A. Raju J. Droppo Ariya Rastrow A. Stolcke 24 17 0 12 Feb 2021
Neural Network Libraries: A Deep Learning Framework Designed from Engineers' Perspectives T. Narihira Javier Alonsogarcia Fabien Cardinaux Akio Hayakawa Masato Ishii ... Kenji Suzuki Stephen Tiedmann Stefan Uhlich T. Yashima K. Yoshiyama 18 10 0 12 Feb 2021
Internal Language Model Training for Domain-Adaptive End-to-End Speech Recognition Zhong Meng Naoyuki Kanda Yashesh Gaur S. Parthasarathy Eric Sun Liang Lu Xie Chen Jinyu Li Jiawei Liu AuLLM 49 52 0 02 Feb 2021
Transformer Based Deliberation for Two-Pass Speech Recognition Ke Hu Ruoming Pang Tara N. Sainath Trevor Strohman 27 37 0 27 Jan 2021
Leveraging End-to-End ASR for Endangered Language Documentation: An Empirical Study on Yoloxóchitl Mixtec Jiatong Shi Jiatong Shi. Jonathan D. Amith Rey Castillo García Esteban Guadalupe Sierra Kevin Duh Shinji Watanabe 33 46 0 26 Jan 2021
UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data Chengyi Wang Yu-Huan Wu Yao Qian K. Kumatani Shujie Liu Furu Wei Michael Zeng Xuedong Huang OT SSL 40 112 0 19 Jan 2021
Electrocardiogram Classification and Visual Diagnosis of Atrial Fibrillation with DenseECG Dacheng Chen Dan Li Xiuqin Xu Ruizhi Yang See-Kiong Ng 22 4 0 19 Jan 2021
Motion-Based Handwriting Recognition and Word Reconstruction Junshen Kevin Chen Wanze Xie Yutong He 29 1 0 15 Jan 2021
Deep Learning Methods for Vessel Trajectory Prediction based on Recurrent Neural Networks Samuele Capobianco L. Millefiori N. Forti P. Braca P. Willett 46 134 0 07 Jan 2021
Global Context Networks Yue Cao Jiarui Xu Stephen Lin Fangyun Wei Han Hu ISeg 36 96 0 24 Dec 2020
NeurST: Neural Speech Translation Toolkit Chengqi Zhao Mingxuan Wang Qianqian Dong Rong Ye Lei Li 30 32 0 18 Dec 2020
CIF-based Collaborative Decoding for End-to-end Contextual Speech Recognition Minglun Han Linhao Dong Shiyu Zhou Bo Xu 21 21 0 17 Dec 2020
User-friendly automatic transcription of low-resource languages: Plugging ESPnet into Elpis Oliver Adams Benjamin Galliot Guillaume Wisniewski Nicholas Lambourne Ben Foley ... Laurent Besacier Christopher Cox Katya Aplonova Guillaume Jacques Nathan W. Hill 40 10 0 15 Dec 2020
A review of on-device fully neural end-to-end automatic speech recognition algorithms Chanwoo Kim Dhananjaya N. Gowda Dongsoo Lee Jiyeon Kim Ankur Kumar Sungsoo Kim Abhinav Garg C. Han 27 27 0 14 Dec 2020
AV Taris: Online Audio-Visual Speech Recognition George Sterpu N. Harte 27 1 0 14 Dec 2020
Less Is More: Improved RNN-T Decoding Using Limited Label Context and Path Merging Rohit Prabhavalkar Yanzhang He David Rybach S. Campbell A. Narayanan Trevor Strohman Tara N. Sainath 52 35 0 12 Dec 2020
Frame-level SpecAugment for Deep Convolutional Neural Networks in Hybrid ASR Systems Xinwei Li Yuanyuan Zhang Xiaodan Zhuang Daben Liu 14 6 0 07 Dec 2020
Improving RNN Transducer With Target Speaker Extraction and Neural Uncertainty Estimation Jiatong Shi Chunlei Zhang Chao Weng Shinji Watanabe Meng Yu Dong Yu 25 12 0 26 Nov 2020
Streaming end-to-end multi-talker speech recognition Liang Lu Naoyuki Kanda Jinyu Li Jiawei Liu 15 41 0 26 Nov 2020
A Better and Faster End-to-End Model for Streaming ASR Yue Liu Anmol Gulati Jiahui Yu Tara N. Sainath Chung-Cheng Chiu ... Wei Han Qiao Liang Yu Zhang Trevor Strohman Yonghui Wu AuLLM 25 123 0 21 Nov 2020
Redesigning the classification layer by randomizing the class representation vectors Gabi Shalev Gal-Lev Shalev Joseph Keshet VLM 24 4 0 16 Nov 2020
Deep Shallow Fusion for RNN-T Personalization Duc Le Gil Keren Julian Chan Jay Mahadeokar Christian Fuegen M. Seltzer 26 77 0 16 Nov 2020
Exploring End-to-End Multi-channel ASR with Bias Information for Meeting Transcription Xiaofei Wang Naoyuki Kanda Yashesh Gaur Zhuo Chen Zhong Meng Takuya Yoshioka 17 13 0 05 Nov 2020
Paralinguistic Privacy Protection at the Edge Ranya Aloufi Hamed Haddadi David E. Boyle 25 14 0 04 Nov 2020
Sequence-to-Sequence Learning via Attention Transfer for Incremental Speech Recognition Sashi Novitasari Andros Tjandra S. Sakti Satoshi Nakamura CLL 14 12 0 04 Nov 2020
Incremental Machine Speech Chain Towards Enabling Listening while Speaking in Real-time Sashi Novitasari Andros Tjandra Tomoya Yanagita S. Sakti Satoshi Nakamura CLL 6 1 0 04 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 19 107 0 03 Nov 2020
Dynamic latency speech recognition with asynchronous revision Mingkun Huang Meng Cai Jun Zhang Yang Zhang Yongbin You Yi He Zejun Ma BDL 24 2 0 03 Nov 2020
Streaming Attention-Based Models with Augmented Memory for End-to-End Speech Recognition Ching-Feng Yeh Yongqiang Wang Yangyang Shi Chunyang Wu Frank Zhang Julian Chan M. Seltzer AI4TS RALM 39 8 0 03 Nov 2020
Multitask Training with Text Data for End-to-End Speech Recognition Peidong Wang Tara N. Sainath Ron J. Weiss 21 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 23 28 0 26 Oct 2020
Real-Time Edge Classification: Optimal Offloading under Token Bucket Constraints Ayan Chakrabarti Roch Guérin Chenyang Lu Jiangnan Liu 15 15 0 26 Oct 2020
Improved Mask-CTC for Non-Autoregressive End-to-End ASR Yosuke Higuchi Hirofumi Inaguma Shinji Watanabe Tetsuji Ogawa Tetsunori Kobayashi 23 61 0 26 Oct 2020
Confidence Estimation for Attention-based Sequence-to-sequence Models for Speech Recognition Qiujia Li David Qiu Yu Zhang Yue Liu Yanzhang He P. Woodland Liangliang Cao Trevor Strohman 12 46 0 22 Oct 2020
Developing Real-time Streaming Transformer Transducer for Speech Recognition on Large-scale Dataset Xie Chen Yu-Huan Wu Zhenghao Wang Shujie Liu Jinyu Li 22 169 0 22 Oct 2020
Reduce and Reconstruct: ASR for Low-Resource Phonetic Languages Anuj Diwan Preethi Jyothi 16 5 0 19 Oct 2020
Super-Human Performance in Online Low-latency Recognition of Conversational Speech T. Nguyen S. Stueker A. Waibel BDL 17 36 0 07 Oct 2020
Differentiable Weighted Finite-State Transducers Awni Y. Hannun Vineel Pratap Jacob Kahn Wei-Ning Hsu 36 29 0 02 Oct 2020
Sparse Communication for Training Deep Networks Negar Foroutan Martin Jaggi FedML 30 16 0 19 Sep 2020
KoSpeech: Open-Source Toolkit for End-to-End Korean Speech Recognition Soohwan Kim Seyoung Bae Cheolhwang Won VLM 22 5 0 07 Sep 2020
Silent Speech Interfaces for Speech Restoration: A Review Jose Andres Gonzalez Lopez Alejandro Gomez-Alanis Juan M. Martín-Donas J. L. Pérez-Córdoba A. Gómez 37 85 0 04 Sep 2020
Parallel Rescoring with Transformer for Streaming On-Device Speech Recognition Wei Li James Qin Chung-Cheng Chiu Ruoming Pang Yanzhang He 20 14 0 30 Aug 2020
Adaptation Algorithms for Neural Network-Based Speech Recognition: An Overview P. Bell Joachim Fainberg Ondˇrej Klejch Jinyu Li Steve Renals P. Swietojanski 48 74 0 14 Aug 2020
Adaptable Multi-Domain Language Model for Transformer ASR Taewoo Lee Min-Joong Lee Tae Gyoon Kang Seokyeong Jung Minseok Kwon ... Ho-Gyeong Kim Jiseung Jeong Jihyun Lee Hosik Lee Y. S. Choi 24 17 0 14 Aug 2020
Speech To Semantics: Improve ASR and NLU Jointly via All-Neural Interfaces Milind Rao A. Raju Pranav Dheram Bach Bui Ariya Rastrow 21 43 0 14 Aug 2020
Online Automatic Speech Recognition with Listen, Attend and Spell Model Roger Hsiao Dogan Can Tim Ng R. Travadi Arnab Ghoshal RALM 4 17 0 12 Aug 2020