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Bridging Speech and Textual Pre-trained Models with Unsupervised ASR


Nov 06, 2022
Jiatong Shi, Chan-Jan Hsu, Holam Chung, Dongji Gao, Paola Garcia, Shinji Watanabe, Ann Lee, Hung-yi Lee

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* ICASSP2023 submission 

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On Compressing Sequences for Self-Supervised Speech Models


Oct 14, 2022
Yen Meng, Hsuan-Jui Chen, Jiatong Shi, Shinji Watanabe, Paola Garcia, Hung-yi Lee, Hao Tang

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* Accepted to IEEE SLT 2022 

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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

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* Accepted to IEEE SLT 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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Investigating self-supervised learning for speech enhancement and separation


Mar 15, 2022
Zili Huang, Shinji Watanabe, Shu-wen Yang, Paola Garcia, Sanjeev Khudanpur

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* To appear in ICASSP 2022 

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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

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* 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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