Title
The Conformer Encoder May Reverse the Time Dimension Robin Schmitt Albert Zeyer Mohammad Zeineldeen Ralf Schluter Hermann Ney 36 0 0 01 Oct 2024
Towards Effective and Efficient Non-autoregressive Decoding Using Block-based Attention Mask Tianzi Wang Xurong Xie Zhaoqing Li Shoukang Hu Zengrui Jin ... Shujie Hu Mengzhe Geng Guinan Li Helen Meng Xunying Liu 34 0 0 14 Jun 2024
ML-SUPERB 2.0: Benchmarking Multilingual Speech Models Across Modeling Constraints, Languages, and Datasets Jiatong Shi Shih-Heng Wang William Chen Martijn Bartelds Vanya Bannihatti Kumar ... Xuankai Chang Dan Jurafsky Karen Livescu Hung-yi Lee Shinji Watanabe AuLLM 77 5 0 12 Jun 2024
The Interspeech 2024 Challenge on Speech Processing Using Discrete Units Xuankai Chang Jiatong Shi Jinchuan Tian Yuning Wu Yuxun Tang Yihan Wu Shinji Watanabe Yossi Adi Xie Chen Qin Jin 47 15 0 11 Jun 2024
Audio-AdapterFusion: A Task-ID-free Approach for Efficient and Non-Destructive Multi-task Speech Recognition Hillary Ngai Rohan Agrawal Neeraj Gaur Ronny Huang Parisa Haghani P. M. Mengibar MoMe 44 0 0 17 Oct 2023
Leveraging Multilingual Self-Supervised Pretrained Models for Sequence-to-Sequence End-to-End Spoken Language Understanding Pavel Denisov Ngoc Thang Vu 29 1 0 09 Oct 2023
Semi-Autoregressive Streaming ASR With Label Context Siddhant Arora G. Saon Shinji Watanabe Brian Kingsbury AI4TS 23 5 0 19 Sep 2023
SummaryMixing: A Linear-Complexity Alternative to Self-Attention for Speech Recognition and Understanding Titouan Parcollet Rogier van Dalen Shucong Zhang S. Bhattacharya 26 6 0 12 Jul 2023
Towards Effective and Compact Contextual Representation for Conformer Transducer Speech Recognition Systems Mingyu Cui Jiawen Kang Jiajun Deng Xiaoyue Yin Yutao Xie Xie Chen Xunying Liu 32 8 0 23 Jun 2023
Multi-pass Training and Cross-information Fusion for Low-resource End-to-end Accented Speech Recognition Xuefei Wang Yanhua Long Yijie Li Haoran Wei 27 4 0 20 Jun 2023
Arabic Dysarthric Speech Recognition Using Adversarial and Signal-Based Augmentation Massa Baali Ibrahim Almakky Shady Shehata Fakhri Karray 32 1 0 07 Jun 2023
Hystoc: Obtaining word confidences for fusion of end-to-end ASR systems Karel Beneš M. Kocour L. Burget 32 2 0 21 May 2023
Language-universal phonetic encoder for low-resource speech recognition Siyuan Feng Ming Tu Rui Xia Chuanzeng Huang Yuxuan Wang 36 2 0 19 May 2023
Language-Universal Phonetic Representation in Multilingual Speech Pretraining for Low-Resource Speech Recognition Siyuan Feng Ming Tu Rui Xia Chuanzeng Huang Yuxuan Wang 35 5 0 19 May 2023
A Comparative Study on E-Branchformer vs Conformer in Speech Recognition, Translation, and Understanding Tasks Yifan Peng Kwangyoun Kim Felix Wu Brian Yan Siddhant Arora William Chen Jiyang Tang Suwon Shon Prashant Sridhar Shinji Watanabe 27 17 0 18 May 2023
Fast Conformer with Linearly Scalable Attention for Efficient Speech Recognition Dima Rekesh Nithin Rao Koluguri Samuel Kriman Somshubra Majumdar Vahid Noroozi ... Oleksii Hrinchuk Krishna Puvvada Ankur Kumar Jagadeesh Balam Boris Ginsburg 42 81 0 08 May 2023
ESPnet-ST-v2: Multipurpose Spoken Language Translation Toolkit Brian Yan Jiatong Shi Yun Tang Hirofumi Inaguma Yifan Peng ... Zhaoheng Ni Moto Hira Soumi Maiti J. Pino Shinji Watanabe 19 20 0 10 Apr 2023
Beyond Universal Transformer: block reusing with adaptor in Transformer for automatic speech recognition Haoyu Tang Zhaoyi Liu Chang Zeng Xinfeng Li 34 1 0 23 Mar 2023
Confidence Score Based Speaker Adaptation of Conformer Speech Recognition Systems Jiajun Deng Xurong Xie Tianzi Wang Mingyu Cui Boyang Xue Zengrui Jin Guinan Li Shujie Hu Xunying Liu 26 5 0 15 Feb 2023
EURO: ESPnet Unsupervised ASR Open-source Toolkit Dongji Gao Jiatong Shi Shun-Po Chuang Leibny Paola García-Perera Hung-yi Lee Shinji Watanabe Sanjeev Khudanpur 27 8 0 30 Nov 2022
Align, Write, Re-order: Explainable End-to-End Speech Translation via Operation Sequence Generation Motoi Omachi Brian Yan Siddharth Dalmia Yuya Fujita Shinji Watanabe LRM 25 3 0 11 Nov 2022
Bridging Speech and Textual Pre-trained Models with Unsupervised ASR Jiatong Shi Chan-Jan Hsu Ho-Lam Chung Dongji Gao Leibny Paola García-Perera Shinji Watanabe Ann Lee Hung-yi Lee 32 12 0 06 Nov 2022
Minimum Latency Training of Sequence Transducers for Streaming End-to-End Speech Recognition Yusuke Shinohara Shinji Watanabe AI4TS 23 9 0 04 Nov 2022
Towards Zero-Shot Code-Switched Speech Recognition Brian Yan Matthew Wiesner Ondˇrej Klejch P. Jyothi Shinji Watanabe 26 19 0 02 Nov 2022
Structured State Space Decoder for Speech Recognition and Synthesis Koichi Miyazaki Masato Murata Tomoki Koriyama 34 12 0 31 Oct 2022
FusionFormer: Fusing Operations in Transformer for Efficient Streaming Speech Recognition Xingcheng Song Di Wu Binbin Zhang Zhiyong Wu Wenpeng Li ... Peng Zhang Zhendong Peng Fuping Pan Changbao Zhu Zhongqin Wu 27 2 0 31 Oct 2022
Training Autoregressive Speech Recognition Models with Limited in-domain Supervision Chak-Fai Li Francis Keith William Hartmann M. Snover 19 0 0 27 Oct 2022
Towards Personalization of CTC Speech Recognition Models with Contextual Adapters and Adaptive Boosting Saket Dingliwal Monica Sunkara S. Bodapati S. Ronanki Jeffrey J. Farris Katrin Kirchhoff 33 0 0 18 Oct 2022
A Policy-based Approach to the SpecAugment Method for Low Resource E2E ASR Rui Li Guodong Ma Dexin Zhao Ranran Zeng Xiaoyu Li Haolin Huang 29 2 0 16 Oct 2022
CTC Alignments Improve Autoregressive Translation Brian Yan Siddharth Dalmia Yosuke Higuchi Graham Neubig Florian Metze A. Black Shinji Watanabe 44 33 0 11 Oct 2022
E-Branchformer: Branchformer with Enhanced merging for speech recognition Kwangyoun Kim Felix Wu Yifan Peng Jing Pan Prashant Sridhar Kyu Jeong Han Shinji Watanabe 61 105 0 30 Sep 2022
Bayesian Neural Network Language Modeling for Speech Recognition Boyang Xue Shoukang Hu Junhao Xu Mengzhe Geng Xunying Liu Helen M. Meng UQCV BDL 44 14 0 28 Aug 2022
Uconv-Conformer: High Reduction of Input Sequence Length for End-to-End Speech Recognition A. Andrusenko R. Nasretdinov A. Romanenko 20 18 0 16 Aug 2022
Two-Pass Low Latency End-to-End Spoken Language Understanding Siddhant Arora Siddharth Dalmia Xuankai Chang Brian Yan A. Black Shinji Watanabe VLM 30 19 0 14 Jul 2022
Branchformer: Parallel MLP-Attention Architectures to Capture Local and Global Context for Speech Recognition and Understanding Yifan Peng Siddharth Dalmia Ian Lane Shinji Watanabe 30 143 0 06 Jul 2022
Improving Transformer-based Conversational ASR by Inter-Sentential Attention Mechanism Kun Wei Pengcheng Guo Ning Jiang 48 11 0 02 Jul 2022
Confidence Score Based Conformer Speaker Adaptation for Speech Recognition Jiajun Deng Xurong Xie Tianzi Wang Mingyu Cui Boyang Xue Zengrui Jin Mengzhe Geng Guinan Li Xunying Liu Helen M. Meng 17 13 0 24 Jun 2022
Boosting Cross-Domain Speech Recognition with Self-Supervision Hanjing Zhu Gaofeng Cheng Jindong Wang Wenxin Hou Pengyuan Zhang Yonghong Yan 19 13 0 20 Jun 2022
Squeezeformer: An Efficient Transformer for Automatic Speech Recognition Sehoon Kim A. Gholami Albert Eaton Shaw Nicholas Lee K. Mangalam Jitendra Malik Michael W. Mahoney Kurt Keutzer 32 99 0 02 Jun 2022
Improving CTC-based ASR Models with Gated Interlayer Collaboration Yuting Yang Yuke Li Binbin Du 31 11 0 25 May 2022
Multi-Level Modeling Units for End-to-End Mandarin Speech Recognition Yuting Yang Binbin Du Yuke Li 23 1 0 24 May 2022
On monoaural speech enhancement for automatic recognition of real noisy speech using mixture invariant training Jisi Zhang Catalin Zorila R. Doddipatla Jon Barker 27 4 0 03 May 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
Leveraging Phone Mask Training for Phonetic-Reduction-Robust E2E Uyghur Speech Recognition Guodong Ma Pengfei Hu Jian Kang Shen Huang Hao-Ming Huang 23 9 0 02 Apr 2022
Integrating Lattice-Free MMI into End-to-End Speech Recognition Jinchuan Tian Jianwei Yu Chao Weng Yuexian Zou Dong Yu 26 8 0 29 Mar 2022
A Conformer Based Acoustic Model for Robust Automatic Speech Recognition Yufeng Yang Peidong Wang DeLiang Wang 20 12 0 01 Mar 2022
Non-Autoregressive ASR with Self-Conditioned Folded Encoders Tatsuya Komatsu 25 7 0 17 Feb 2022
Disentangling Style and Speaker Attributes for TTS Style Transfer Xiaochun An Frank Soong Lei Xie 56 18 0 24 Jan 2022
Opencpop: A High-Quality Open Source Chinese Popular Song Corpus for Singing Voice Synthesis Yu Wang Xinsheng Wang Pengcheng Zhu Jie Wu Hanzhao Li Heyang Xue Yongmao Zhang Lei Xie Mengxiao Bi 25 95 0 19 Jan 2022
A Study of Transducer based End-to-End ASR with ESPnet: Architecture, Auxiliary Loss and Decoding Strategies Florian Boyer Yusuke Shinohara Takaaki Ishii Hirofumi Inaguma Shinji Watanabe 32 34 0 14 Jan 2022