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Towards Neural Diarization for Unlimited Numbers of Speakers Using Global and Local Attractors


Jul 04, 2021
Shota Horiguchi, Shinji Watanabe, Paola Garcia, Yawen Xue, Yuki Takashima, Yohei Kawaguchi


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Encoder-Decoder Based Attractor Calculation for End-to-End Neural Diarization


Jun 20, 2021
Shota Horiguchi, Yusuke Fujita, Shinji Watanabe, Yawen Xue, Paola Garcia

* Submitted to IEEE TASLP. This article is based on our previous conference paper arxiv:2005.09921 

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The Hitachi-JHU DIHARD III System: Competitive End-to-End Neural Diarization and X-Vector Clustering Systems Combined by DOVER-Lap


Feb 02, 2021
Shota Horiguchi, Nelson Yalta, Paola Garcia, Yuki Takashima, Yawen Xue, Desh Raj, Zili Huang, Yusuke Fujita, Shinji Watanabe, Sanjeev Khudanpur


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Online End-to-End Neural Diarization Handling Overlapping Speech and Flexible Numbers of Speakers


Jan 21, 2021
Yawen Xue, Shota Horiguchi, Yusuke Fujita, Yuki Takashima, Shinji Watanabe, Paola Garcia, Kenji Nagamatsu


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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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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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