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Mutual Learning of Single- and Multi-Channel End-to-End Neural Diarization


Oct 07, 2022
Shota Horiguchi, Yuki Takashima, Shinji Watanabe, Paola Garcia

* Accepted to IEEE SLT 2022 

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Updating Only Encoders Prevents Catastrophic Forgetting of End-to-End ASR Models


Jul 01, 2022
Yuki Takashima, Shota Horiguchi, Shinji Watanabe, Paola García, Yohei Kawaguchi

* Accepted for Interspeech 2022 

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Online Neural Diarization of Unlimited Numbers of Speakers


Jun 06, 2022
Shota Horiguchi, Shinji Watanabe, Paola Garcia, Yuki Takashima, Yohei Kawaguchi


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Rethinking Fano's Inequality in Ensemble Learning


May 25, 2022
Terufumi Morishita, Gaku Morio, Shota Horiguchi, Hiroaki Ozaki, Nobuo Nukaga

* To appear in ICML 2022 

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Improving the Naturalness of Simulated Conversations for End-to-End Neural Diarization


Apr 24, 2022
Natsuo Yamashita, Shota Horiguchi, Takeshi Homma

* Accepted to Speaker Odyssey 2022 

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Environmental Sound Extraction Using Onomatopoeia


Dec 02, 2021
Yuki Okamoto, Shota Horiguchi, Masaaki Yamamoto, Keisuke Imoto, Yohei Kawaguchi

* Submitted to ICASSP2022 

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Multi-Channel End-to-End Neural Diarization with Distributed Microphones


Oct 10, 2021
Shota Horiguchi, Yuki Takashima, Paola Garcia, Shinji Watanabe, Yohei Kawaguchi


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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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Semi-Supervised Training with Pseudo-Labeling for End-to-End Neural Diarization


Jun 09, 2021
Yuki Takashima, Yusuke Fujita, Shota Horiguchi, Shinji Watanabe, Paola García, Kenji Nagamatsu

* Accepted for Interspeech 2021 

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