藤田悠哉 - Yahoo! JAPANの研究開発

カンファレンス (国際)
Exploration of Efficient End-to-End ASR using Discretized Input from Self-Supervised Learning: Xuankai Chang (Carnegie Mellon University), Brian Yan (Carnegie Mellon University), Yuya Fujita, Takashi Maekaku, Shinji Watanabe (Carnegie Mellon University); The 24th Annual Conference of the International Speech Communication Association; 2023.8.20

カンファレンス (国際)
Fully Unsupervised Topic Clustering of Unlabelled Spoken Audio Using Self-Supervised Representation Learning and Topic Model: Takashi Maekaku, Yuya Fujita, Xuankai Chang (Carnegie Mellon University), Shinji Watanabe (Carnegie Mellon University); The International Conference on Acoustics, Speech, & Signal Processing 2023; 2023.6.7

その他 (国際)
Exploration of Efficient End-to-End ASR using Discretized Input from Self-Supervised Learning: Xuankai Chang (Carnegie Mellon University), Brian Yan (Carnegie Mellon University), Yuya Fujita, Takashi Maekaku, Shinji Watanabe (Carnegie Mellon University); arXiv; 2023.5.29

カンファレンス (国際)
Align, Write, Re-order: Explainable End-to-End Speech Translation via Operation Sequence Generation: Motoi Omachi, Brian Yan (Carnegie Mellon University), Siddharth Dalmia (Carnegie Mellon University), Yuya Fujita, Shinji Watanabe (Carnegie Mellon University); 2023 IEEE International Conference on Acoustics, Speech and Signal Processing; 2023.5.8

カンファレンス (国内)
訳語対の推定と順序入れ替え操作による説明可能なEnd-to-end音声翻訳: 大町基, Brian Yan (Carnegie Mellon University), Siddharth Dalmia (Carnegie Mellon University), 藤田悠哉, 渡部晋治 (Carnegie Mellon University); 日本音響学会2023年春季研究発表会; 2023.3.22

カンファレンス (国内)
Transformerを用いた音声認識モデルにおける事前分布を用いた注意重みの平滑化の検討: 前角高史, 藤田悠哉, Yifang Peng (Carnegie Mellon University), 渡部晋治 (Carnegie Mellon University); 日本音響学会2023年春季研究発表会; 2023.3.16

その他 (国際)
Align, Write, Re-order: Explainable End-to-End Speech Translation via Operation Sequence Generation: Motoi Omachi, Brian Yan (Carnegie Mellon University), Siddharth Dalmia (Carnegie Mellon University), Yuya Fujita, Shinji Watanabe (Carnegie Mellon University); arXiv.org; 2022.11.14

カンファレンス (国際)
Attention Weight Smoothing Using Prior Distributions for Transformer-Based End-to-End ASR: Takashi Maekaku, Yuya Fujita, Yifan Peng (Carnegie Mellon University), Shinji Watanabe (Carnegie Mellon University); The 23rd Annual Conference of the International Speech Communication Association; 2022.9.19

カンファレンス (国際)
End-to-End Integration of Speech Recognition, Speech Enhancement, and Self-Supervised Learning Representation: Xuankai Chang (Carnegie Mellon University), Takashi Maekaku, Yuya Fujita, Shinji Watanabe (Carnegie Mellon University); The 23rd Annual Conference of the International Speech Communication Association; 2022.9.19

カンファレンス (国際)
An Exploration of Hubert with Large Number of Cluster Units and Model Assessment Using Bayesian Information Criterion: Takashi Maekaku, Xuankai Chang (Carnegie Mellon University), Yuya Fujita, Shinji Watanabe (Carnegie Mellon University); The International Conference on Acoustics, Speech, & Signal Processing 2022; 2022.5.10

カンファレンス (国際)
Non-Autoregressive End-to-End Automatic Speech Recognition Incorporating Downstream Natural Language Processing: Motoi Omachi, Yuya Fujita, Shinji Watanabe (Carnegie Mellon University), Tianzi Wang (Johns Hopkins University); 2022 IEEE International Conference on Acoustics, Speech and Signal Processing; 2022.4.27

その他 (国際)
End-to-End Integration of Speech Recognition, Speech Enhancement, and Self-Supervised Learning Representation: Xuankai Chang (Carnegie Mellon University), Takashi Maekaku, Yuya Fujita, Shinji Watanabe (Carnegie Mellon University); arXiv.org; 2022.4.1

ワークショップ (国際)
A Comparative Study on Non-Autoregressive Modelings for Speech-to-Text Generation: Yosuke Higuchi (Waseda University), Nanxin Chen (Johns Hopkins University), Yuya Fujita, Hirofumi Inaguma (Kyoto University), Tatsuya Komatsu (LINE Corporation), Jaesong Lee (Naver Corporation), Jumon Nozaki (Kyoto University, LINE Corporation), Tianzi Wang (Johns Hopkins University), Shinji Watanabe (Carnegie Mellon University); The 2021 IEEE Automatic Speech Recognition and Understanding Workshop; 2021.12.14

その他 (国際)
A Comparative Study on Non-Autoregressive Modelings for Speech-to-Text Generation: Yosuke Higuchi (Waseda University), Nanxin Chen (Johns Hopkins University), Yuya Fujita, Hirofumi Inaguma (Kyoto University), Tatsuya Komatsu (LINE Corporation), Jaesong Lee (Naver Corporation), Jumon Nozaki (Kyoto University, LINE Corporation), Tianzi Wang (Johns Hopkins University), Shinji Watanabe (Carnegie Mellon University); arXiv; 2021.10.11

カンファレンス (国内)
Conformer CPCとDeep Cluster を用いたゼロリソース言語のための表現学習: 前角高史, Xuankai Chang (カーネギーメロン大学), 藤田悠哉, Li-Wei Chen (カーネギーメロン大学), 渡部晋治(カーネギーメロン大学), Alexander Rudnicky (カーネギーメロン大学); 日本音響学会2021年秋季研究発表会; 2021.9.8

カンファレンス (国内)
音声意味理解への応用を指向した非自己回帰型End-to-end音声認識: 大町基, 藤田悠哉, 渡部晋治 (Carnegie Mellon University), Tianzi Wang (Johns Hopkins University); 日本音響学会　2021年秋季研究発表会; 2021.9.7

カンファレンス (国際)
Streaming End-to-End ASR based on Blockwise Non-Autoregressive Models: Tianzi Wang (Johns Hopkins University), Yuya Fujita, Xuankai Chang (Carnegie Mellon Univ.), Shinji Watanabe (Carnegie Mellon University); INTERSPEECH 2021; 2021.9.2

カンファレンス (国際)
Toward Streaming ASR with Non-Autoregressive Insertion-based Model: Yuya Fujita, Tianzi Wang (Johns Hopkins University), Shinji Watanabe (Carnegie Mellon University), Motoi Omach; INTERSPEECH 2021; 2021.9.2

カンファレンス (国際)
Speech Representation Learning Combining Conformer CPC with Deep Cluster for the ZeroSpeech Challenge 2021: Takashi Maekaku, Xuankai Chang (Carnegie Mellon University), Yuya Fujita, Li, Shinji Watanabe (Carnegie Mellon University), Alexander Rudnicky (Carnegie Mellon University); INTERSPEECH 2021; 2021.8.30

その他 (国際)
Streaming End-to-End ASR based on Blockwise Non-Autoregressive Models: Tianzi Wang (Johns Hopkins Univ.), Yuya Fujita, Xuankai Chang (Carnegie Mellon Univ.), Shinji Watanabe (Carnegie Mellon Univ.); arXiv.org; 2021.7.20

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