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GigaSpeech: An Evolving, Multi-domain ASR Corpus with 10,000 Hours of Transcribed Audio


Jun 13, 2021
Guoguo Chen, Shuzhou Chai, Guanbo Wang, Jiayu Du, Wei-Qiang Zhang, Chao Weng, Dan Su, Daniel Povey, Jan Trmal, Junbo Zhang, Mingjie Jin, Sanjeev Khudanpur, Shinji Watanabe, Shuaijiang Zhao, Wei Zou, Xiangang Li, Xuchen Yao, Yongqing Wang, Yujun Wang, Zhao You, Zhiyong Yan

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Adversarial Attacks and Defenses for Speech Recognition Systems


Mar 31, 2021
Piotr Żelasko, Sonal Joshi, Yiwen Shao, Jesus Villalba, Jan Trmal, Najim Dehak, Sanjeev Khudanpur

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* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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CHiME-6 Challenge:Tackling Multispeaker Speech Recognition for Unsegmented Recordings


May 02, 2020
Shinji Watanabe, Michael Mandel, Jon Barker, Emmanuel Vincent, Ashish Arora, Xuankai Chang, Sanjeev Khudanpur, Vimal Manohar, Daniel Povey, Desh Raj, David Snyder, Aswin Shanmugam Subramanian, Jan Trmal, Bar Ben Yair, Christoph Boeddeker, Zhaoheng Ni, Yusuke Fujita, Shota Horiguchi, Naoyuki Kanda, Takuya Yoshioka, Neville Ryant

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Multi-task self-supervised learning for Robust Speech Recognition


Jan 25, 2020
Mirco Ravanelli, Jianyuan Zhong, Santiago Pascual, Pawel Swietojanski, Joao Monteiro, Jan Trmal, Yoshua Bengio

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* Accepted at ICASSP 2020 

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Induced Inflection-Set Keyword Search in Speech


Oct 27, 2019
Oliver Adams, Matthew Wiesner, Jan Trmal, Garrett Nicolai, David Yarowsky

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DiPCo -- Dinner Party Corpus


Sep 30, 2019
Maarten Van Segbroeck, Ahmed Zaid, Ksenia Kutsenko, Cirenia Huerta, Tinh Nguyen, Xuewen Luo, Björn Hoffmeister, Jan Trmal, Maurizio Omologo, Roland Maas

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Low-Resource Contextual Topic Identification on Speech


Sep 28, 2018
Chunxi Liu, Matthew Wiesner, Shinji Watanabe, Craig Harman, Jan Trmal, Najim Dehak, Sanjeev Khudanpur

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* Accepted for publication at 2018 IEEE Workshop on Spoken Language Technology (SLT) 

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Automatic Speech Recognition and Topic Identification for Almost-Zero-Resource Languages


Jun 18, 2018
Matthew Wiesner, Chunxi Liu, Lucas Ondel, Craig Harman, Vimal Manohar, Jan Trmal, Zhongqiang Huang, Najim Dehak, Sanjeev Khudanpur

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* Accepted for publication at Interspeech 2018 

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The fifth 'CHiME' Speech Separation and Recognition Challenge: Dataset, task and baselines


Mar 28, 2018
Jon Barker, Shinji Watanabe, Emmanuel Vincent, Jan Trmal

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Topic Identification for Speech without ASR


Jul 11, 2017
Chunxi Liu, Jan Trmal, Matthew Wiesner, Craig Harman, Sanjeev Khudanpur

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* 5 pages, 2 figures; accepted for publication at Interspeech 2017 

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