About Me

Zhehuai Chen's picture         

Zhehuai Chen 陈哲怀

CV

A PhD. Candidate in Computer Science, Shanghai Jiao Tong University.
Supervised by Prof. Kai Yu.

Room 3-520, SEIEE Building, SJTU
800 Dongchuan Road, Shanghai 200240, China
Email: chenzhehuai@foxmail.com
Personal Page: http://www.chenzhehuai.com
                          http://www.douban.com/people/chenzhehuai/

Reviews

  • JHU 2018 intern review [pdf]
  • ICASSP 2018 review [pdf]
  • MSR 2017 intern review [pdf]
  • ICASSP 2017 review [pdf]
  • IS 2016 review [pdf]
  • ICSP 2014 review [pdf]
  • Selected Publications

  • Zhehuai Chen, Justin Luitjens, Hainan Xu, Yiming Wang, Daniel Povey, Sanjeev Khudanpur, A GPU-based WFST Decoder with Exact Lattice Generation, accepted by 19th Annual Conference of the International Speech Communication Association (InterSpeech), 2018. [Best Paper Nomination] [pdf] [bibtex]
  • Zhehuai Chen, Jasha Droppo, Sequence Modeling in Unsupervised Single-channel Overlapped Speech Recognition, IEEE International Conference on Acoustics, Speech and Signal Processing(ICASSP), Calgary, Canada, 2018. [pdf] [slide] [bibtex]
  • Zhehuai Chen, Qi Liu, Hao Li, Kai Yu, On Modular Training of Neural Acoustics-to-word Model for LVCSR, IEEE International Conference on Acoustics, Speech and Signal Processing(ICASSP), Calgary, Canada, 2018. [pdf] [slide] [bibtex]
  • Zhehuai Chen, Yanmin Qian, Kai Yu, Sequence Discriminative Training for Deep Learning based Acoustic Keyword Spotting, 2018, accepted by Speech Communication.
  • Zhehuai Chen, Jasha Droppo, Jinyu Li, Wayne Xiong, Progressive Joint Modeling in Unsupervised Single-channel Overlapped Speech Recognition. IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 26, no. 1, pp. 184-196, Jan. 2018. doi: 10.1109/TASLP.2017.2765834. [pdf] [bibtex]
  • Zhehuai Chen, Yanmin Qian, and Kai Yu. A unified confidence measure framework using auxiliary normalization graph, IScIDE, 2017.
  • Zhehuai Chen, Yimeng Zhuang and Kai Yu, Confidence Measures for CTC-based Phone Synchronous Decoding, IEEE International Conference on Acoustics, Speech and Signal Processing(ICASSP), New Orleans, USA, 2017: 4850-4854. [student travel grant] [pdf] [slide] [bibtex]
  • Zhehuai Chen, Yimeng Zhuang, Yanmin Qian and Kai Yu, Phone Synchronous Speech Recognition with CTC Lattices, IEEE/ACM Transactions on Audio, Speech, and Language Processing , vol. 25, no. 1, pp. 86-97, Jan. 2017. doi: 10.1109/TASLP.2016.2625459 [pdf] [bibtex]
  • Zhehuai Chen, Wei Deng, Tao Xu and Kai Yu. Phone Synchronous Decoding with CTC Lattice. 17th Annual Conference of the International Speech Communication Association (InterSpeech), San Francisco, America, 2016: 1923-1927.[student travel grant] [pdf] [poster] [bibtex]
  • Zhehuai Chen and Kai Yu, An Investigation of Implementation and Performance Analysis of DNN Based Speech Synthesis System. 12th IEEE International Conference on Signal Processing(ICSP), Hangzhou, 2014: 577-582.[pdf] [slide] [bibtex]