Chunxi Liu

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 45

Top Topics

Dialogue System

State Space Model

Top Venues

Publications

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 (2023)
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)
Mu Yang, Andros Tjandra, Chunxi Liu, David Zhang, Duc Le, Ozlem Kalinli
Learning ASR Pathways: A Sparse Multilingual ASR Model. ICASSP (2023)
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 (2023)
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)
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)
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)
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)
Chunxi Liu, Yuan Shangguan, Haichuan Yang, Yangyang Shi, Raghuraman Krishnamoorthi, Ozlem Kalinli
Learning a Dual-Mode Speech Recognition Model via Self-Pruning. CoRR (2022)
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 (2022)
Chunxi Liu, Yuan Shangguan, Haichuan Yang, Yangyang Shi, Raghuraman Krishnamoorthi, Ozlem Kalinli
Learning a Dual-Mode Speech Recognition Model VIA Self-Pruning. SLT (2022)
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) (2021)
Ashutosh Pandey, Chunxi Liu, Yun Wang, Yatharth Saraf
Dual Application of Speech Enhancement for Automatic Speech Recognition. SLT (2021)
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)
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 (2021)
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 (2021)
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 (2021)
Chunxi Liu, Frank Zhang, Duc Le, Suyoun Kim, Yatharth Saraf, Geoffrey Zweig
Improving RNN Transducer Based ASR with Auxiliary Tasks. SLT (2021)
Chunxi Liu, Frank Zhang, Duc Le, Suyoun Kim, Yatharth Saraf, Geoffrey Zweig
Improving RNN Transducer Based ASR with Auxiliary Tasks. CoRR (2020)
Ashutosh Pandey, Chunxi Liu, Yun Wang, Yatharth Saraf
Dual Application of Speech Enhancement for Automatic Speech Recognition. CoRR (2020)
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)
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)
Chunxi Liu, Qiaochu Zhang, Xiaohui Zhang, Kritika Singh, Yatharth Saraf, Geoffrey Zweig
Multilingual Graphemic Hybrid ASR with Massive Data Augmentation. SLTU/CCURL@LREC (2020)
Da-Rong Liu, Chunxi Liu, Frank Zhang, Gabriel Synnaeve, Yatharth Saraf, Geoffrey Zweig
Contextualizing ASR Lattice Rescoring with Hybrid Pointer Network Language Model. CoRR (2020)
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)
Frank Zhang, Yongqiang Wang, Xiaohui Zhang, Chunxi Liu, Yatharth Saraf, Geoffrey Zweig
Fast, Simpler and More Accurate Hybrid ASR Systems Using Wordpieces. CoRR (2020)
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 (2020)
Frank Zhang, Yongqiang Wang, Xiaohui Zhang, Chunxi Liu, Yatharth Saraf, Geoffrey Zweig
Faster, Simpler and More Accurate Hybrid ASR Systems Using Wordpieces. INTERSPEECH (2020)
Saurabhchand Bhati, Chunxi Liu, Jesús Villalba, Jan Trmal, Sanjeev Khudanpur, Najim Dehak
Bottom-Up Unsupervised Word Discovery via Acoustic Units. GlobalSIP (2019)
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 (2019)
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)
Chunxi Liu, Qiaochu Zhang, Xiaohui Zhang, Kritika Singh, Yatharth Saraf, Geoffrey Zweig
Multilingual ASR with Massive Data Augmentation. CoRR (2019)
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 (2019)
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)
Chunxi Liu, Matthew Wiesner, Shinji Watanabe, Craig Harman, Jan Trmal, Najim Dehak, Sanjeev Khudanpur
Low-Resource Contextual Topic Identification on Speech. CoRR (2018)
Chunxi Liu, Matthew Wiesner, Shinji Watanabe, Craig Harman, Jan Trmal, Najim Dehak, Sanjeev Khudanpur
Low-Resource Contextual Topic Identification on Speech. SLT (2018)
Matthew Wiesner, Adithya Renduchintala, Shinji Watanabe, Chunxi Liu, Najim Dehak, Sanjeev Khudanpur
Low Resource Multi-modal Data Augmentation for End-to-end ASR. CoRR (2018)
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 (2018)
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)
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) (2017)
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 (2017)
Chunxi Liu, Jan Trmal, Matthew Wiesner, Craig Harman, Sanjeev Khudanpur
Topic Identification for Speech without ASR. CoRR (2017)
Chunxi Liu, Jan Trmal, Matthew Wiesner, Craig Harman, Sanjeev Khudanpur
Topic Identification for Speech Without ASR. INTERSPEECH (2017)
Chunxi Liu, Aren Jansen, Sanjeev Khudanpur
Context-dependent point process models for keyword search and detection-based ASR. ICASSP (2016)
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)
Chunxi Liu, Puyang Xu, Ruhi Sarikaya
Deep contextual language understanding in spoken dialogue systems. INTERSPEECH (2015)
Chunxi Liu, Aren Jansen, Guoguo Chen, Keith Kintzley, Jan Trmal, Sanjeev Khudanpur
Low-resource open vocabulary keyword search using point process models. INTERSPEECH (2014)
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) (2014)
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)
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)
Xi Wang, Li Su, Qingming Huang, Chunxi Liu, Ling-Yu Duan
Motion Based Perceptual Distortion and Rate Optimization for Video Coding. ICME (2012)
Chunxi Liu, Weigang Zhang, Shuqiang Jiang, Qingming Huang
Cross community news event summary generation based on collaborative ranking. ICIMCS (2012)
Tianlong Chen, Chunxi Liu, Qingming Huang
An effective multi-clue fusion approach for web video topic detection. ACM Multimedia (2012)
Weigang Zhang, Chunxi Liu, Qingming Huang, Shuqiang Jiang, Wen Gao
A Novel Framework for Web Video Thumbnail Generation. IIH-MSP (2012)
Chunxi Liu, Qingming Huang, Shuqiang Jiang
Query sensitive dynamic web video thumbnail generation. ICIP (2011)
Xi Wang, Li Su, Qingming Huang, Chunxi Liu
Visual perception based Lagrangian rate distortion optimization for video coding. ICIP (2011)
Chunxi Liu, Li Su, Qingming Huang, Shuqiang Jiang
News video story sentiment classification and ranking. ICME (2011)
Chunxi Liu, Qingming Huang, Shuqiang Jiang, Changsheng Xu
Event based news video people classification and ranking using multimodality features. ICME (2010)
Chunxi Liu, Qingming Huang, Shuqiang Jiang, Changsheng Xu
The third eye: mining the visual cognition across multi-language communities. ACM Multimedia (2010)
Chunxi Liu, Shuqiang Jiang, Qingming Huang
Personalized online video recommendation by neighborhood score propagation based global ranking. ICIMCS (2009)
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) (2009)
Chunxi Liu, Shuqiang Jiang, Qingming Huang
Naming faces in broadcast news video by image google. ACM Multimedia (2008)
Chunxi Liu, Qingming Huang, Shuqiang Jiang, Weigang Zhang
Extracting Story Units in Sports Video Based on Unsupervised Video Scene Clustering. ICME (2006)
Chunxi Liu, Huiying Liu, Shuqiang Jiang, Qingming Huang, Yijia Zheng, Weigang Zhang
JDL at TRECVID 2006 Shot Boundary Detection. TRECVID (2006)