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Chunxi Liu
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2020 – today
- 2023
- [c40]Jeff Hwang, Moto Hira, Caroline Chen, Xiaohui Zhang, Zhaoheng Ni, Guangzhi Sun, Pingchuan Ma, Ruizhe Huang, Vineel Pratap, Yuekai Zhang, Anurag Kumar, Chin-Yun Yu, Chuang Zhu, Chunxi Liu, Jacob Kahn, Mirco Ravanelli, Peng Sun, Shinji Watanabe, Yangyang Shi, Yumeng Tao:
TorchAudio 2.1: Advancing Speech Recognition, Self-Supervised Learning, and Audio Processing Components for Pytorch. ASRU 2023: 1-9 - [c39]Mu Yang, Andros Tjandra, Chunxi Liu, David Zhang, Duc Le, Ozlem Kalinli:
Learning ASR Pathways: A Sparse Multilingual ASR Model. ICASSP 2023: 1-5 - [c38]Yassir Fathullah, Chunyang Wu, Yuan Shangguan, Junteng Jia, Wenhan Xiong, Jay Mahadeokar, Chunxi Liu, Yangyang Shi, Ozlem Kalinli, Mike Seltzer, Mark J. F. Gales:
Multi-Head State Space Model for Speech Recognition. INTERSPEECH 2023: 241-245 - [i20]Yassir Fathullah, Chunyang Wu, Yuan Shangguan, Junteng Jia, Wenhan Xiong, Jay Mahadeokar, Chunxi Liu, Yangyang Shi, Ozlem Kalinli, Mike Seltzer, Mark J. F. Gales:
Multi-Head State Space Model for Speech Recognition. CoRR abs/2305.12498 (2023) - [i19]Jeff Hwang, Moto Hira, Caroline Chen, Xiaohui Zhang, Zhaoheng Ni, Guangzhi Sun, Pingchuan Ma, Ruizhe Huang, Vineel Pratap, Yuekai Zhang, Anurag Kumar, Chin-Yun Yu, Chuang Zhu, Chunxi Liu, Jacob Kahn, Mirco Ravanelli, Peng Sun, Shinji Watanabe, Yangyang Shi, Yumeng Tao, Robin Scheibler, Samuele Cornell, Sean Kim, Stavros Petridis:
TorchAudio 2.1: Advancing speech recognition, self-supervised learning, and audio processing components for PyTorch. CoRR abs/2310.17864 (2023) - 2022
- [c37]Chunxi Liu, Michael Picheny, Leda Sari, Pooja Chitkara, Alex Xiao, Xiaohui Zhang, Mark Chou, Andres Alvarado, Caner Hazirbas, Yatharth Saraf:
Towards Measuring Fairness in Speech Recognition: Casual Conversations Dataset Transcriptions. ICASSP 2022: 6162-6166 - [c36]Yangyang Shi, Chunyang Wu, Dilin Wang, Alex Xiao, Jay Mahadeokar, Xiaohui Zhang, Chunxi Liu, Ke Li, Yuan Shangguan, Varun Nagaraja, Ozlem Kalinli, Mike Seltzer:
Streaming Transformer Transducer based Speech Recognition Using Non-Causal Convolution. ICASSP 2022: 8277-8281 - [c35]Sangeeta Srivastava, Yun Wang, Andros Tjandra, Anurag Kumar, Chunxi Liu, Kritika Singh, Yatharth Saraf:
Conformer-Based Self-Supervised Learning For Non-Speech Audio Tasks. ICASSP 2022: 8862-8866 - [c34]Chunxi Liu, Yuan Shangguan, Haichuan Yang, Yangyang Shi, Raghuraman Krishnamoorthi, Ozlem Kalinli:
Learning a Dual-Mode Speech Recognition Model VIA Self-Pruning. SLT 2022: 273-279 - [i18]Chunxi Liu, Yuan Shangguan, Haichuan Yang, Yangyang Shi, Raghuraman Krishnamoorthi, Ozlem Kalinli:
Learning a Dual-Mode Speech Recognition Model via Self-Pruning. CoRR abs/2207.11906 (2022) - [i17]Mu Yang, Andros Tjandra, Chunxi Liu, David Zhang, Duc Le, John H. L. Hansen, Ozlem Kalinli:
Learning ASR pathways: A sparse multilingual ASR model. CoRR abs/2209.05735 (2022) - 2021
- [j4]Chunxi Liu, Dongliang Peng, Zhikun Chen
, Yong Wu, Binan Wang:
Reconfigurable Antenna Array Direction Finding System Based on a Fast Search Algorithm. Sensors 21(14): 4729 (2021) - [c33]Xiaohui Zhang, Frank Zhang, Chunxi Liu, Kjell Schubert, Julian Chan, Pradyot Prakash, Jun Liu, Ching-Feng Yeh, Fuchun Peng, Yatharth Saraf, Geoffrey Zweig:
Benchmarking LF-MMI, CTC And RNN-T Criteria For Streaming ASR. SLT 2021: 46-51 - [c32]Chunxi Liu, Frank Zhang, Duc Le, Suyoun Kim, Yatharth Saraf, Geoffrey Zweig:
Improving RNN Transducer Based ASR with Auxiliary Tasks. SLT 2021: 172-179 - [c31]Ashutosh Pandey, Chunxi Liu, Yun Wang, Yatharth Saraf:
Dual Application of Speech Enhancement for Automatic Speech Recognition. SLT 2021: 223-228 - [i16]Yangyang Shi, Chunyang Wu, Dilin Wang, Alex Xiao, Jay Mahadeokar, Xiaohui Zhang, Chunxi Liu, Ke Li, Yuan Shangguan, Varun Nagaraja, Ozlem Kalinli, Mike Seltzer:
Streaming Transformer Transducer Based Speech Recognition Using Non-Causal Convolution. CoRR abs/2110.05241 (2021) - [i15]Sangeeta Srivastava, Yun Wang, Andros Tjandra, Anurag Kumar, Chunxi Liu, Kritika Singh, Yatharth Saraf:
Conformer-Based Self-Supervised Learning for Non-Speech Audio Tasks. CoRR abs/2110.07313 (2021) - [i14]Chunxi Liu, Michael Picheny, Leda Sari, Pooja Chitkara, Alex Xiao, Xiaohui Zhang, Mark Chou, Andres Alvarado, Caner Hazirbas, Yatharth Saraf:
Towards Measuring Fairness in Speech Recognition: Casual Conversations Dataset Transcriptions. CoRR abs/2111.09983 (2021) - 2020
- [c30]Yongqiang Wang, Abdelrahman Mohamed, Duc Le, Chunxi Liu, Alex Xiao, Jay Mahadeokar, Hongzhao Huang, Andros Tjandra, Xiaohui Zhang, Frank Zhang, Christian Fuegen, Geoffrey Zweig, Michael L. Seltzer:
Transformer-Based Acoustic Modeling for Hybrid Speech Recognition. ICASSP 2020: 6874-6878 - [c29]Andros Tjandra, Chunxi Liu, Frank Zhang, Xiaohui Zhang, Yongqiang Wang, Gabriel Synnaeve, Satoshi Nakamura, Geoffrey Zweig:
DEJA-VU: Double Feature Presentation and Iterated Loss in Deep Transformer Networks. ICASSP 2020: 6899-6903 - [c28]Frank Zhang, Yongqiang Wang, Xiaohui Zhang, Chunxi Liu, Yatharth Saraf, Geoffrey Zweig:
Faster, Simpler and More Accurate Hybrid ASR Systems Using Wordpieces. INTERSPEECH 2020: 976-980 - [c27]Da-Rong Liu, Chunxi Liu, Frank Zhang, Gabriel Synnaeve, Yatharth Saraf, Geoffrey Zweig:
Contextualizing ASR Lattice Rescoring with Hybrid Pointer Network Language Model. INTERSPEECH 2020: 3650-3654 - [c26]Chunxi Liu, Qiaochu Zhang, Xiaohui Zhang, Kritika Singh, Yatharth Saraf, Geoffrey Zweig:
Multilingual Graphemic Hybrid ASR with Massive Data Augmentation. SLTU-CCURL@LREC 2020: 46-52 - [i13]Da-Rong Liu, Chunxi Liu, Frank Zhang, Gabriel Synnaeve, Yatharth Saraf, Geoffrey Zweig:
Contextualizing ASR Lattice Rescoring with Hybrid Pointer Network Language Model. CoRR abs/2005.07394 (2020) - [i12]Frank Zhang, Yongqiang Wang, Xiaohui Zhang, Chunxi Liu, Yatharth Saraf, Geoffrey Zweig:
Fast, Simpler and More Accurate Hybrid ASR Systems Using Wordpieces. CoRR abs/2005.09150 (2020) - [i11]Chunxi Liu, Frank Zhang, Duc Le, Suyoun Kim, Yatharth Saraf, Geoffrey Zweig:
Improving RNN Transducer Based ASR with Auxiliary Tasks. CoRR abs/2011.03109 (2020) - [i10]Ashutosh Pandey, Chunxi Liu, Yun Wang, Yatharth Saraf:
Dual Application of Speech Enhancement for Automatic Speech Recognition. CoRR abs/2011.03840 (2020) - [i9]Xiaohui Zhang, Frank Zhang, Chunxi Liu, Kjell Schubert, Julian Chan, Pradyot Prakash, Jun Liu, Ching-Feng Yeh, Fuchun Peng, Yatharth Saraf, Geoffrey Zweig:
Benchmarking LF-MMI, CTC and RNN-T Criteria for Streaming ASR. CoRR abs/2011.04785 (2020)
2010 – 2019
- 2019
- [c25]Saurabhchand Bhati, Chunxi Liu, Jesús Villalba
, Jan Trmal, Sanjeev Khudanpur, Najim Dehak
:
Bottom-Up Unsupervised Word Discovery via Acoustic Units. GlobalSIP 2019: 1-5 - [c24]Matthew Wiesner, Adithya Renduchintala, Shinji Watanabe
, Chunxi Liu, Najim Dehak
, Sanjeev Khudanpur:
Pretraining by Backtranslation for End-to-End ASR in Low-Resource Settings. INTERSPEECH 2019: 4375-4379 - [i8]Chunxi Liu, Qiaochu Zhang, Xiaohui Zhang, Kritika Singh, Yatharth Saraf, Geoffrey Zweig:
Multilingual ASR with Massive Data Augmentation. CoRR abs/1909.06522 (2019) - [i7]Yongqiang Wang, Abdelrahman Mohamed, Duc Le, Chunxi Liu, Alex Xiao, Jay Mahadeokar, Hongzhao Huang, Andros Tjandra, Xiaohui Zhang, Frank Zhang, Christian Fuegen, Geoffrey Zweig, Michael L. Seltzer:
Transformer-based Acoustic Modeling for Hybrid Speech Recognition. CoRR abs/1910.09799 (2019) - [i6]Andros Tjandra, Chunxi Liu, Frank Zhang, Xiaohui Zhang, Yongqiang Wang, Gabriel Synnaeve, Satoshi Nakamura, Geoffrey Zweig:
Deja-vu: Double Feature Presentation in Deep Transformer Networks. CoRR abs/1910.10324 (2019) - 2018
- [c23]Matthew Wiesner, Chunxi Liu, Lucas Ondel, Craig Harman, Vimal Manohar, Jan Trmal, Zhongqiang Huang, Najim Dehak
, Sanjeev Khudanpur:
Automatic Speech Recognition and Topic Identification from Speech for Almost-Zero-Resource Languages. INTERSPEECH 2018: 2052-2056 - [c22]Chunxi Liu, Matthew Wiesner, Shinji Watanabe
, Craig Harman, Jan Trmal, Najim Dehak
, Sanjeev Khudanpur:
Low-Resource Contextual Topic Identification on Speech. SLT 2018: 656-663 - [i5]Matthew Wiesner, Chunxi Liu, Lucas Ondel, Craig Harman, Vimal Manohar, Jan Trmal, Zhongqiang Huang, Sanjeev Khudanpur, Najim Dehak:
The JHU Speech LOREHLT 2017 System: Cross-Language Transfer for Situation-Frame Detection. CoRR abs/1802.08731 (2018) - [i4]Chunxi Liu, Matthew Wiesner, Shinji Watanabe, Craig Harman, Jan Trmal, Najim Dehak, Sanjeev Khudanpur:
Low-Resource Contextual Topic Identification on Speech. CoRR abs/1807.06204 (2018) - [i3]Matthew Wiesner, Adithya Renduchintala, Shinji Watanabe, Chunxi Liu, Najim Dehak, Sanjeev Khudanpur:
Low Resource Multi-modal Data Augmentation for End-to-end ASR. CoRR abs/1812.03919 (2018) - 2017
- [j3]Mark A. Hasegawa-Johnson
, Preethi Jyothi, Daniel McCloy
, Majid Mirbagheri, Giovanni M. Di Liberto, Amit Das, Bradley Ekin, Chunxi Liu, Vimal Manohar, Hao Tang, Edmund C. Lalor, Nancy F. Chen
, Paul Hager, Tyler Kekona, Rose Sloan, Adrian K. C. Lee
:
ASR for Under-Resourced Languages From Probabilistic Transcription. IEEE ACM Trans. Audio Speech Lang. Process. 25(1): 46-59 (2017) - [c21]Chunxi Liu, Jinyi Yang, Ming Sun, Santosh Kesiraju
, Alena Rott, Lucas Ondel, Pegah Ghahremani, Najim Dehak
, Lukás Burget
, Sanjeev Khudanpur:
An empirical evaluation of zero resource acoustic unit discovery. ICASSP 2017: 5305-5309 - [c20]Chunxi Liu, Jan Trmal, Matthew Wiesner, Craig Harman, Sanjeev Khudanpur:
Topic Identification for Speech Without ASR. INTERSPEECH 2017: 2501-2505 - [i2]Chunxi Liu, Jinyi Yang, Ming Sun, Santosh Kesiraju, Alena Rott, Lucas Ondel, Pegah Ghahremani, Najim Dehak, Lukás Burget, Sanjeev Khudanpur:
An Empirical Evaluation of Zero Resource Acoustic Unit Discovery. CoRR abs/1702.01360 (2017) - [i1]Chunxi Liu, Jan Trmal, Matthew Wiesner, Craig Harman, Sanjeev Khudanpur:
Topic Identification for Speech without ASR. CoRR abs/1703.07476 (2017) - 2016
- [c19]Chunxi Liu, Preethi Jyothi, Hao Tang, Vimal Manohar, Rose Sloan, Tyler Kekona, Mark Hasegawa-Johnson, Sanjeev Khudanpur:
Adapting ASR for under-resourced languages using mismatched transcriptions. ICASSP 2016: 5840-5844 - [c18]Chunxi Liu, Aren Jansen, Sanjeev Khudanpur:
Context-dependent point process models for keyword search and detection-based ASR. ICASSP 2016: 6025-6029 - 2015
- [c17]Chunxi Liu, Puyang Xu, Ruhi Sarikaya:
Deep contextual language understanding in spoken dialogue systems. INTERSPEECH 2015: 120-124 - 2014
- [j2]Weigang Zhang
, Chunxi Liu, Zhenjun Wang, Guorong Li, Qingming Huang, Wen Gao:
Web video thumbnail recommendation with content-aware analysis and query-sensitive matching. Multim. Tools Appl. 73(1): 547-571 (2014) - [c16]Chunxi Liu, Aren Jansen, Guoguo Chen, Keith Kintzley, Jan Trmal, Sanjeev Khudanpur:
Low-resource open vocabulary keyword search using point process models. INTERSPEECH 2014: 2789-2793 - [c15]Jan Trmal, Guoguo Chen, Daniel Povey, Sanjeev Khudanpur, Pegah Ghahremani, Xiaohui Zhang, Vimal Manohar, Chunxi Liu, Aren Jansen, Dietrich Klakow, David Yarowsky, Florian Metze:
A keyword search system using open source software. SLT 2014: 530-535 - 2013
- [c14]Honglei Jia, Xianzhen Feng, Jiangtao Qi, Xinhui Liu, Chunxi Liu, Yongxi Yang, Yang Li:
Research and Application of Variable Rate Fertilizer Applicator System Based on a DC Motor. CCTA (2) 2013: 381-391 - 2012
- [c13]Chunxi Liu, Weigang Zhang
, Shuqiang Jiang, Qingming Huang:
Cross community news event summary generation based on collaborative ranking. ICIMCS 2012: 38-41 - [c12]Xi Wang, Li Su, Qingming Huang, Chunxi Liu, Ling-Yu Duan:
Motion Based Perceptual Distortion and Rate Optimization for Video Coding. ICME 2012: 1061-1066 - [c11]Weigang Zhang
, Chunxi Liu, Qingming Huang, Shuqiang Jiang, Wen Gao:
A Novel Framework for Web Video Thumbnail Generation. IIH-MSP 2012: 343-346 - [c10]Tianlong Chen, Chunxi Liu, Qingming Huang:
An effective multi-clue fusion approach for web video topic detection. ACM Multimedia 2012: 781-784 - 2011
- [c9]Xi Wang, Li Su, Qingming Huang, Chunxi Liu:
Visual perception based Lagrangian rate distortion optimization for video coding. ICIP 2011: 1653-1656 - [c8]Chunxi Liu, Qingming Huang, Shuqiang Jiang:
Query sensitive dynamic web video thumbnail generation. ICIP 2011: 2449-2452 - [c7]Chunxi Liu, Li Su, Qingming Huang, Shuqiang Jiang:
News video story sentiment classification and ranking. ICME 2011: 1-6 - 2010
- [c6]Chunxi Liu, Qingming Huang, Shuqiang Jiang, Changsheng Xu:
Event based news video people classification and ranking using multimodality features. ICME 2010: 149-154 - [c5]Chunxi Liu, Qingming Huang, Shuqiang Jiang, Changsheng Xu:
The third eye: mining the visual cognition across multi-language communities. ACM Multimedia 2010: 431-440
2000 – 2009
- 2009
- [j1]Chunxi Liu, Qingming Huang, Shuqiang Jiang, Liyuan Xing, Qixiang Ye, Wen Gao:
A framework for flexible summarization of racquet sports video using multiple modalities. Comput. Vis. Image Underst. 113(3): 415-424 (2009) - [c4]Chunxi Liu, Shuqiang Jiang, Qingming Huang:
Personalized online video recommendation by neighborhood score propagation based global ranking. ICIMCS 2009: 244-253 - 2008
- [c3]Chunxi Liu, Shuqiang Jiang, Qingming Huang:
Naming faces in broadcast news video by image google. ACM Multimedia 2008: 717-720 - 2006
- [c2]Chunxi Liu, Qingming Huang, Shuqiang Jiang, Weigang Zhang
:
Extracting Story Units in Sports Video Based on Unsupervised Video Scene Clustering. ICME 2006: 1605-1608 - [c1]Chunxi Liu, Huiying Liu, Shuqiang Jiang, Qingming Huang, Yijia Zheng, Weigang Zhang:
JDL at TRECVID 2006 Shot Boundary Detection. TRECVID 2006
Coauthor Index
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