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Utterance-Wise Meeting Transcription System Using Asynchronous Distributed Microphones

Jul 31, 2020
Shota Horiguchi, Yusuke Fujita, Kenji Nagamatsu

* Accepted to INTERSPEECH 2020 

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Neural Speaker Diarization with Speaker-Wise Chain Rule

Jun 02, 2020
Yusuke Fujita, Shinji Watanabe, Shota Horiguchi, Yawen Xue, Jing Shi, Kenji Nagamatsu

* Submitted to Interspeech 2020 

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End-to-End Speaker Diarization for an Unknown Number of Speakers with Encoder-Decoder Based Attractors

May 20, 2020
Shota Horiguchi, Yusuke Fujita, Shinji Watanabe, Yawen Xue, Kenji Nagamatsu


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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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End-to-End Neural Diarization: Reformulating Speaker Diarization as Simple Multi-label Classification

Feb 24, 2020
Yusuke Fujita, Shinji Watanabe, Shota Horiguchi, Yawen Xue, Kenji Nagamatsu

* Submission to IEEE TASLP. This article draws from our previous conference papers: arxiv:1909.06247 and arxiv:1909.05952 

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Simultaneous Speech Recognition and Speaker Diarization for Monaural Dialogue Recordings with Target-Speaker Acoustic Models

Sep 17, 2019
Naoyuki Kanda, Shota Horiguchi, Yusuke Fujita, Yawen Xue, Kenji Nagamatsu, Shinji Watanabe

* Accepted to ASRU 2019 

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End-to-End Neural Speaker Diarization with Self-attention

Sep 13, 2019
Yusuke Fujita, Naoyuki Kanda, Shota Horiguchi, Yawen Xue, Kenji Nagamatsu, Shinji Watanabe

* Accepted for ASRU 2019 

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End-to-End Neural Speaker Diarization with Permutation-Free Objectives

Sep 12, 2019
Yusuke Fujita, Naoyuki Kanda, Shota Horiguchi, Kenji Nagamatsu, Shinji Watanabe

* Accepted to INTERSPEECH 2019 

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Auxiliary Interference Speaker Loss for Target-Speaker Speech Recognition

Jun 26, 2019
Naoyuki Kanda, Shota Horiguchi, Ryoichi Takashima, Yusuke Fujita, Kenji Nagamatsu, Shinji Watanabe

* Accepted to INTERSPEECH 2019 

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Guided Source Separation Meets a Strong ASR Backend: Hitachi/Paderborn University Joint Investigation for Dinner Party ASR

May 29, 2019
Naoyuki Kanda, Christoph Boeddeker, Jens Heitkaemper, Yusuke Fujita, Shota Horiguchi, Kenji Nagamatsu, Reinhold Haeb-Umbach

* Submitted to INTERSPEECH 2019 

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