Hainan Xu

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 42

Top Topics

Language Modeling

Speech Recognition

Keyword Spotting

Top Venues

Publications

Yu Xi, Hao Li, Baochen Yang, Haoyu Li, Hainan Xu, Kai Yu
TDT-KWS: Fast And Accurate Keyword Spotting Using Token-and-duration Transducer. CoRR (2024)
Daniel Galvez, Vladimir Bataev, Hainan Xu, Tim Kaldewey
Speed of Light Exact Greedy Decoding for RNN-T Speech Recognition Models on GPU. CoRR (2024)
Hainan Xu, Zhehuai Chen, Fei Jia, Boris Ginsburg
Transducers with Pronunciation-Aware Embeddings for Automatic Speech Recognition. ICASSP (2024)
Yu Xi, Hao Li, Baochen Yang, Haoyu Li, Hainan Xu, Kai Yu
TDT-KWS: Fast and Accurate Keyword Spotting Using Token-and-Duration Transducer. ICASSP (2024)
Vladimir Bataev, Hainan Xu, Daniel Galvez, Vitaly Lavrukhin, Boris Ginsburg
Label-Looping: Highly Efficient Decoding for Transducers. CoRR (2024)
Hainan Xu, Zhehuai Chen, Fei Jia, Boris Ginsburg
Transducers with Pronunciation-aware Embeddings for Automatic Speech Recognition. CoRR (2024)
Wen Ding, Fei Jia, Hainan Xu, Yu Xi, Junjie Lai, Boris Ginsburg
Romanization Encoding For Multilingual ASR. CoRR (2024)
Hainan Xu, Fei Jia, Somshubra Majumdar, He Huang, Shinji Watanabe, Boris Ginsburg
Efficient Sequence Transduction by Jointly Predicting Tokens and Durations. ICML (2023)
Dongji Gao, Matthew Wiesner, Hainan Xu, Leibny Paola García, Daniel Povey, Sanjeev Khudanpur
Bypass Temporal Classification: Weakly Supervised Automatic Speech Recognition with Imperfect Transcripts. INTERSPEECH (2023)
Hainan Xu, Fei Jia, Somshubra Majumdar, He Huang, Shinji Watanabe, Boris Ginsburg
Efficient Sequence Transduction by Jointly Predicting Tokens and Durations. CoRR (2023)
Dongji Gao, Matthew Wiesner, Hainan Xu, Leibny Paola Garcia, Daniel Povey, Sanjeev Khudanpur
Bypass Temporal Classification: Weakly Supervised Automatic Speech Recognition with Imperfect Transcripts. CoRR (2023)
Dongji Gao, Hainan Xu, Desh Raj, Leibny Paola García-Perera, Daniel Povey, Sanjeev Khudanpur
Learning from Flawed Data: Weakly Supervised Automatic Speech Recognition. CoRR (2023)
Dongji Gao, Hainan Xu, Desh Raj, Leibny Paola García-Perera, Daniel Povey, Sanjeev Khudanpur
Learning From Flawed Data: Weakly Supervised Automatic Speech Recognition. ASRU (2023)
Hainan Xu, Fei Jia, Somshubra Majumdar, Shinji Watanabe, Boris Ginsburg
Multi-Blank Transducers for Speech Recognition. ICASSP (2023)
Hainan Xu, Daihai He
Modeling the Dynamics of a Ratio-Dependent Leslie-Gower Predator-Prey System with Strong Allee Effect. Int. J. Bifurc. Chaos 32 (16) (2022)
Hainan Xu, Fei Jia, Somshubra Majumdar, Shinji Watanabe, Boris Ginsburg
Multi-blank Transducers for Speech Recognition. CoRR (2022)
Hainan Xu, Kartik Audhkhasi, Yinghui Huang, Jesse Emond, Bhuvana Ramabhadran
Regularizing Word Segmentation by Creating Misspellings. Interspeech (2021)
Hang Lv, Zhehuai Chen, Hainan Xu, Daniel Povey, Lei Xie, Sanjeev Khudanpur
An Asynchronous WFST-Based Decoder For Automatic Speech Recognition. CoRR (2021)
Hainan Xu, Yinghui Huang, Yun Zhu, Kartik Audhkhasi, Bhuvana Ramabhadran
Convolutional Dropout and Wordpiece Augmentation for End-to-End Speech Recognition. ICASSP (2021)
Hang Lv, Zhehuai Chen, Hainan Xu, Daniel Povey, Lei Xie, Sanjeev Khudanpur
An Asynchronous WFST-Based Decoder for Automatic Speech Recognition. ICASSP (2021)
Yun Zhu, Parisa Haghani, Anshuman Tripathi, Bhuvana Ramabhadran, Brian Farris, Hainan Xu, Han Lu, Hasim Sak, Isabel Leal, Neeraj Gaur, Pedro J. Moreno, Qian Zhang
Multilingual Speech Recognition with Self-Attention Structured Parameterization. INTERSPEECH (2020)
Yiming Wang, Tongfei Chen, Hainan Xu, Shuoyang Ding, Hang Lv, Yiwen Shao, Nanyun Peng, Lei Xie, Shinji Watanabe, Sanjeev Khudanpur
Espresso: A Fast End-to-end Neural Speech Recognition Toolkit. CoRR (2019)
Shuoyang Ding, Hainan Xu, Philipp Koehn
Saliency-driven Word Alignment Interpretation for Neural Machine Translation. WMT (1) (2019)
Hainan Xu, Shuoyang Ding, Shinji Watanabe
Improving End-to-end Speech Recognition with Pronunciation-assisted Sub-word Modeling. ICASSP (2019)
Yiming Wang, Sanjeev Khudanpur, Tongfei Chen, Hainan Xu, Shuoyang Ding, Hang Lv, Yiwen Shao, Nanyun Peng, Lei Xie, Shinji Watanabe
Espresso: A Fast End-to-End Neural Speech Recognition Toolkit. ASRU (2019)
Zhehuai Chen, Mahsa Yarmohammadi, Hainan Xu, Hang Lv, Lei Xie, Daniel Povey, Sanjeev Khudanpur
Incremental Lattice Determinization for WFST Decoders. ASRU (2019)
Shuoyang Ding, Hainan Xu, Philipp Koehn
Saliency-driven Word Alignment Interpretation for Neural Machine Translation. CoRR (2019)
Yiming Wang, David Snyder, Hainan Xu, Vimal Manohar, Phani Sankar Nidadavolu, Daniel Povey, Sanjeev Khudanpur
The JHU ASR System for VOiCES from a Distance Challenge 2019. INTERSPEECH (2019)
Mahsa Yarmohammadi, Xutai Ma, Sorami Hisamoto, Muhammad Rahman, Yiming Wang, Hainan Xu, Daniel Povey, Philipp Koehn, Kevin Duh
Robust Document Representations for Cross-Lingual Information Retrieval in Low-Resource Settings. MTSummit (1) (2019)
Daniel Povey, Gaofeng Cheng, Yiming Wang, Ke Li, Hainan Xu, Mahsa Yarmohammadi, Sanjeev Khudanpur
Semi-Orthogonal Low-Rank Matrix Factorization for Deep Neural Networks. INTERSPEECH (2018)
Huda Khayrallah, Hainan Xu, Philipp Koehn
The JHU Parallel Corpus Filtering Systems for WMT 2018. WMT (shared task) (2018)
Hainan Xu, Ke Li, Yiming Wang, Jian Wang, Shiyin Kang, Xie Chen, Daniel Povey, Sanjeev Khudanpur
Neural Network Language Modeling with Letter-Based Features and Importance Sampling. ICASSP (2018)
Zhehuai Chen, Justin Luitjens, Hainan Xu, Yiming Wang, Daniel Povey, Sanjeev Khudanpur
A GPU-based WFST Decoder with Exact Lattice Generation. CoRR (2018)
Hainan Xu, Shuoyang Ding, Shinji Watanabe
Improving End-to-end Speech Recognition with Pronunciation-assisted Sub-word Modeling. CoRR (2018)
Ke Li, Hainan Xu, Yiming Wang, Daniel Povey, Sanjeev Khudanpur
Recurrent Neural Network Language Model Adaptation for Conversational Speech Recognition. INTERSPEECH (2018)
Szu-Jui Chen, Aswin Shanmugam Subramanian, Hainan Xu, Shinji Watanabe
Building State-of-the-art Distant Speech Recognition Using the CHiME-4 Challenge with a Setup of Speech Enhancement Baseline. INTERSPEECH (2018)
Zhehuai Chen, Justin Luitjens, Hainan Xu, Yiming Wang, Daniel Povey, Sanjeev Khudanpur
A GPU-based WFST Decoder with Exact Lattice Generation. INTERSPEECH (2018)
Szu-Jui Chen, Aswin Shanmugam Subramanian, Hainan Xu, Shinji Watanabe
Building state-of-the-art distant speech recognition using the CHiME-4 challenge with a setup of speech enhancement baseline. CoRR (2018)
Hainan Xu, Tongfei Chen, Dongji Gao, Yiming Wang, Ke Li, Nagendra Goel, Yishay Carmiel, Daniel Povey, Sanjeev Khudanpur
A Pruned Rnnlm Lattice-Rescoring Algorithm for Automatic Speech Recognition. ICASSP (2018)
Hainan Xu, Philipp Koehn
Zipporah: a Fast and Scalable Data Cleaning System for Noisy Web-Crawled Parallel Corpora. EMNLP (2017)
Yiming Wang, Vijayaditya Peddinti, Hainan Xu, Xiaohui Zhang, Daniel Povey, Sanjeev Khudanpur
Backstitch: Counteracting Finite-Sample Bias via Negative Steps. INTERSPEECH (2017)
Jan Trmal, Matthew Wiesner, Vijayaditya Peddinti, Xiaohui Zhang, Pegah Ghahremani, Yiming Wang, Vimal Manohar, Hainan Xu, Daniel Povey, Sanjeev Khudanpur
The Kaldi OpenKWS System: Improving Low Resource Keyword Search. INTERSPEECH (2017)
Guoguo Chen, Hainan Xu, Minhua Wu, Daniel Povey, Sanjeev Khudanpur
Pronunciation and silence probability modeling for ASR. INTERSPEECH (2015)
Hainan Xu, Guoguo Chen, Daniel Povey, Sanjeev Khudanpur
Modeling phonetic context with non-random forests for speech recognition. INTERSPEECH (2015)
Kai Yu, Hainan Xu
Cluster adaptive training with factorized decision trees for speech recognition. INTERSPEECH (2013)
Hainan Xu, Yuchen Fan, Kai Yu
Development of the 2012 SJTU HVR system. ICMI (2012)