People
Yuya Fujita Software Engineer
I'm a software engineer in speech technology development team.
Publications
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- CONFERENCE (INTERNATIONAL)
- 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
- August 20, 2023
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- CONFERENCE (INTERNATIONAL)
- 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
- June 07, 2023
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- OTHERS (INTERNATIONAL)
- 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
- May 29, 2023
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- CONFERENCE (INTERNATIONAL)
- 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
- May 08, 2023
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- CONFERENCE (DOMESTIC)
- 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
- March 22, 2023
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- CONFERENCE (DOMESTIC)
- 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
- March 16, 2023
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- OTHERS (INTERNATIONAL)
- 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
- November 14, 2022
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- CONFERENCE (INTERNATIONAL)
- 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
- September 19, 2022
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- CONFERENCE (INTERNATIONAL)
- 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
- September 19, 2022
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- CONFERENCE (INTERNATIONAL)
- 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
- May 10, 2022
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- CONFERENCE (INTERNATIONAL)
- 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
- April 27, 2022
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- OTHERS (INTERNATIONAL)
- 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
- April 01, 2022
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- WORKSHOP (INTERNATIONAL)
- 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
- December 14, 2021
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- OTHERS (INTERNATIONAL)
- 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
- October 11, 2021
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- CONFERENCE (DOMESTIC)
- 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
- September 08, 2021
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- CONFERENCE (DOMESTIC)
- 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
- September 07, 2021
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- CONFERENCE (INTERNATIONAL)
- 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
- September 02, 2021
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- CONFERENCE (INTERNATIONAL)
- 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
- September 02, 2021
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- CONFERENCE (INTERNATIONAL)
- 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
- August 30, 2021
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- OTHERS (INTERNATIONAL)
- 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
- July 20, 2021