People
Yusuke Fujita Software Engineer
Received his B.S. and M.S. degrees in computer science from Waseda University, Tokyo, Japan, in 2003 and 2005, respectively. He was a Senior Researcher at Hitachi, Ltd. in Tokyo, Japan (2005-2021), and was a Visiting Scholar at Johns Hopkins University, MD, USA (2018-2020). He received his Doctor of Engineering degree from Waseda University in 2024. His research interests include speech recognition, speaker diarization, and music signal processing. He has been working on end-to-end speaker diarization and distant speech recognition, contributing to conferences like Interspeech and ICASSP.
Publications
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- WORKSHOP (INTERNATIONAL)
- Sound Event Localization and Detection with pre-trained Audio Spectrogram Transformer and Multichannel Separation Network
- Robin Scheibler, Tatsuya Komatsu, Yusuke Fujita, Michael Hentschel
- Detection and Classification of Acoustic Scenes and Events
- November 03, 2022
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- CONFERENCE (INTERNATIONAL)
- Better Intermediates Improve CTC Inference
- Tatsuya Komatsu, Yusuke Fujita, Jaesong Lee (NAVER), Lukas Lee (NAVER), Shinji Watanabe (Carnegie Mellon University), Yusuke Kida
- The 23rd Annual Conference of the International Speech Communication Association
- September 18, 2022
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- CONFERENCE (INTERNATIONAL)
- InterAug: Augmenting Noisy Intermediate Predictions for CTC-based ASR
- Yu Nakagome, Tatsuya Komatsu, Yusuke Fujita, Shuta Ichimura, Yusuke Kida
- The 23rd Annual Conference of the International Speech Communication Association
- September 18, 2022
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- CONFERENCE (DOMESTIC)
- CTC ベース音声認識モデルにおける中間層ロスと条件付けが与える影響の考察
- 市村 収太, 中込 優, 藤田 雄介, 小松 達也, 木田 祐介
- 日本音響学会 2022年秋季研究発表会
- September 14, 2022
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- CONFERENCE (DOMESTIC)
- 中間層予測にビームサーチを用いた新しい CTC 推論
- 小松 達也, 藤田 雄介, Lee Jaesong (NAVER), Lee Lukas (NAVER), 渡部 晋治 (Carnegie Mellon University), 木田 祐介
- 日本音響学会 2022年秋季研究発表会
- September 14, 2022
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- CONFERENCE (DOMESTIC)
- 中間層予測に対するノイズ付与による CTC 音声認識の頑健性向上
- 中込 優, 小松 達也, 藤田 雄介, 市村 収太, 木田 祐介
- 日本音響学会 2022年秋季研究発表会
- September 14, 2022
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- CONFERENCE (DOMESTIC)
- 中間層予測に音節と表記を用いる日本語音声認識
- 藤田 雄介, 小松 達也, 木田 祐介
- 日本音響学会 2022年秋季研究発表会
- September 14, 2022