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Shota Horiguchi

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Thresholding Data Shapley for Data Cleansing Using Multi-Armed Bandits

Feb 13, 2024
Hiroyuki Namba, Shota Horiguchi, Masaki Hamamoto, Masashi Egi

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Streaming Active Learning for Regression Problems Using Regression via Classification

Sep 02, 2023
Shota Horiguchi, Kota Dohi, Yohei Kawaguchi

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CAPTDURE: Captioned Sound Dataset of Single Sources

May 28, 2023
Yuki Okamoto, Kanta Shimonishi, Keisuke Imoto, Kota Dohi, Shota Horiguchi, Yohei Kawaguchi

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Spoofing Attacker Also Benefits from Self-Supervised Pretrained Model

May 24, 2023
Aoi Ito, Shota Horiguchi

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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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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

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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

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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

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Environmental Sound Extraction Using Onomatopoeia

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

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