Guoguo Chen (陈果果)

Things I do

  • Speech Recognition
  • Keyword Spotting
  • Neural Networks
  • Tools I contribute to

    Education

    Ph.D. (2010 - 2016)

    in Electrical & Computer Engineering, advised by Dr. Sanjeev Khudanpur and Dr. Daniel Povey.

    B.Eng. (2006 - 2010)

    in Electronic Engineering, advised by Dr. Jia Liu.

    Experience

    JSALT Workshop (2015 summer)

    at University of Washington, worked on structured computational network architectures for robust ASR with Dr. Dong Yu.

    Internship (2014 summer)

    at Google Speech, developed user specific hotword detection algorithms with Dr. Carolina Parada, Dr. Tara Sainath and Dr. Rohit Prabhavalkar.

    Internship (2013 summer)

    at Google Speech, developed the prototype of Google's "okay google" hotword detection system with Dr. Carolina Parada, Dr. Georg Heigold and Dr. Alex Gruenstein.

    Publication

    Guoguo Chen, Daniel Povey, Sanjeev Khudanpur, Acoustic data-driven pronunciation lexicon generation for logographic languages, ICASSP 2016.
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    Yu Zhang, Guoguo Chen, Dong Yu, Kaisheng Yao, Sanjeev Khudanpur, James Glass, Highway long short-term memory {RNN}s for distant speech recognition, ICASSP 2016.
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    Xiong Xiao, Shinji Watanabe, Hakan Erdogan, Liang Lu, John Hershey, Michael L. Seltzer, Guoguo Chen, Yu Zhang, Michael Mandel, Dong Yu, Deep beamforming networks for multi-channel speech recognition, ICASSP 2016.
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    Vijayaditya Peddinti, Guoguo Chen, Vimal Manohar, Tom Ko, Daniel Povey and Sanjeev Khudanpur, JHU ASpIRE system: robust LVCSR with TDNNs, iVector adaptation and RNN-LMs, ASRU 2015.
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    David Snyder, Guoguo Chen amd Daniel Povey, MUSAN: a music, speech, and noise corpus, arXiv 2015.
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    Guoguo Chen, Hainan Xu, Minhua Wu, Daniel Povey and Sanjeev Khudanpur, Pronunciation and silence probability modeling for ASR, Interspeech 2015.
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    Vijayaditya Peddinti, Guoguo Chen, Daniel Povey and Sanjeev Khudanpur, Reverberation robust acoustic modeling using i-vectors with time delay neural networks, Interspeech 2015.
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    Hainan Xu, Guoguo Chen, Daniel Povey and Sanjeev Khudanpur, Modeling phonetic context with non-random forests for speech recognition, Interspeech 2015.
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    Guoguo Chen, Carolina Parada and Tara N. Sainath, Query-by-example keyword spotting using long short-term memory networks, ICASSP 2015.
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    Vassil Panayotov, Guoguo Chen, Daniel Povey and Sanjeev Khudanpur, LibriSpeech: an ASR corpus based on public domain audio books, ICASSP 2015.
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    Jan Trmal, Guoguo Chen, Dan Povey, Sanjeev Khudanpur, Pegah Ghahremani, Xiaohui Zhang, Vimal Manohar, Chunxi Liu, Aren Jansen, Dietrich Klakow, David Yarowsky and Florian Metze, A keyword search system using open source software, SLT 2014.
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    Chunxi Liu, Aren Jansen, Guoguo Chen, Keith Kintzley, Jan Trmal and Sanjeev Khudanpur, Low-resource open vocabulary keyword search using point process models, Interspeech 2014.
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    Justin Chiu, Yun Wang, Jan Trmal, Daniel Povey, Guoguo Chen and Alexander Rudnicky, Combination of FST and CN search in spoken term detection, Interspeech 2014.
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    Guoguo Chen, Carolina Parada and Georg Heigold, Small-footprint keyword spotting using deep neural networks, ICASSP 2014.
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    Amit Agarwal, Eldar Akchurin, Chris Basoglu, Guoguo Chen, Scott Cyphers, Jasha Droppo, Adam Eversole, Brian Guenter, Mark Hillebrand, Ryan Hoens, Xuedong Huang, Zhiheng Huang, Vladimir Ivanov, Alexey Kamenev, Philipp Kranen, Oleksii Kuchaiev, Wolfgang Manousek, Avner May, Bhaskar Mitra, Olivier Nano, Gaizka Navarro, Alexey Orlov, Marko Padmilac, Hari Parthasarathi, Baolin Peng, Alexey Reznichenko, Frank Seide, Michael L. Seltzer, Malcolm Slaney, Andreas Stolcke, Huaming Wang, Yongqiang Wang, Kaisheng Yao, Dong Yu, Yu Zhang, Geoffrey Zweig (in alphabetical order), An Introduction to Computational Networks and the Computational Network Toolkit, MSR-TR-2014-112 2014.
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    Guoguo Chen, Oguz Yilmaz, Jan Trmal, Daniel Povey and Sanjeev Khudanpur, Using proxies for OOV keywords in the keyword search task, ASRU 2013.
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    Guoguo Chen, Sanjeev Khudanpur, Daniel Povey, Jan Trmal, David Yarowsky and Oguz Yilmaz, Quantifying the value of pronunciation lexicons for keyword search in low resource languages, ICASSP 2013.
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