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
-
- CONFERENCE (DOMESTIC)
- 離散トークン音声認識におけるドメイン適応の検討
- 石井 敬章, 小松 達也, 藤田 雄介, 藤田 悠哉
- 日本音響学会 2024年秋季研究発表会
- September 04, 2024
-
- CONFERENCE (INTERNATIONAL)
- Song Data Cleansing for End-to-End Neural Singer Diarization Using Neural Analysis and Synthesis Framework
- Hokuto Munakata, Ryo Terashima, Yusuke Fujita
- The 25th Annual Conference of the International Speech Communication Association
- September 03, 2024
-
- CONFERENCE (INTERNATIONAL)
- Audio Fingerprinting with Holographic Reduced Representations
- Yusuke Fujita, Tatsuya Komatsu
- The 25th Annual Conference of the International Speech Communication Association
- September 01, 2024
-
- CONFERENCE (INTERNATIONAL)
- Universal Score-based Speech Enhancement with High Content Preservation
- Robin Scheibler, Yusuke Fujita, Yuma Shirahata, Tatsuya Komatsu
- The 25th Annual Conference of the International Speech Communication Association
- September 01, 2024
-
- OTHERS (INTERNATIONAL)
- Song Data Cleansing for End-to-End Neural Singer Diarization Using Neural Analysis and Synthesis Framework
- Hokuto Munakata, Ryo Terashima, Yusuke Fujita
- arXiv.org
- June 24, 2024
-
- CONFERENCE (INTERNATIONAL)
- Audio Difference Learning for Audio Captioning
- Tatsuya Komatsu, Yusuke Fujita, Kazuya Takeda (Nagoya University), Tomoki Toda (Nagoya University)
- 2024 IEEE International Conference on Acoustics, Speech and Signal Processing
- April 14, 2024
-
- CONFERENCE (INTERNATIONAL)
- Keep Decoding Parallel With Effective Knowledge Distillation From Language Models To End-To-End Speech Recognisers
- Michael Hentschel (LINE WORKS Corporation), Yuta Nishikawa (Nara Institute of Science and Technology), Tatsuya Komatsu, Yusuke Fujita
- 2024 IEEE International Conference on Acoustics, Speech and Signal Processing
- April 14, 2024
-
- CONFERENCE (DOMESTIC)
- 日本語テキストと音楽の対照学習の実験的評価
- 蓮実 拓也, 小松 達也, 藤田 雄介, 二又 航介, 橘 健太郎
- 日本音響学会 2024年春季研究発表会
- March 07, 2024
-
- CONFERENCE (DOMESTIC)
- 拡散過程と敵対的学習の併用による普遍音声強調
- シャイブラー ロビン, 藤田 雄介, 橘 健太郎
- 日本音響学会 2024年春季研究発表会
- March 06, 2024
-
- JOURNAL (INTERNATIONAL)
- Self-conditioning via Intermediate Predictions for End-to-end Neural Speaker Diarization
- Yusuke Fujita, Tetsuji Ogawa (Waseda University), Tetsunori Kobayashi (Waseda University)
- IEEE Access
- December 07, 2023
-
- CONFERENCE (DOMESTIC)
- End-to-end 音声認識器の中間層への言語知識転移
- Michael Hentschel (WORKS MOBILE JAPAN), 西川 勇太 (奈良先端科学技術大学院大学), 小松 達也, 藤田 雄介
- 日本音響学会 2023年秋季研究発表会
- September 26, 2023
-
- CONFERENCE (DOMESTIC)
- Foley Sound Synthesis with a Class-Conditioned Latent Diffusion Model and FAD-Based Post-filtering
- シャイブラー ロビン, 蓮実 拓也, 藤田 雄介, 小松 達也, 山本 龍一, 橘 健太郎
- 日本音響学会 2023年秋季研究発表会
- September 26, 2023
-
- WORKSHOP (INTERNATIONAL)
- Foley Sound Synthesis with a Class-conditioned Latent Diffusion Model
- Robin Scheibler, Takuya Hasumi, Yusuke Fujita, Tatsuya Komatsu, Ryuichi Yamamoto, Kentaro Tachibana
- Detection and Classification of Acoustic Scenes and Events
- September 20, 2023
-
- CONFERENCE (INTERNATIONAL)
- Target Vocabulary Recognition Based on Multi-Task Learning with Decomposed Teacher Sequences
- Aoi Ito (Hosei University), Tatsuya Komatsu, Yusuke Fujita, Yusuke Kida
- The 24th Annual Conference of the International Speech Communication Association
- August 20, 2023
-
- CONFERENCE (INTERNATIONAL)
- Neural Diarization with Non-Autoregressive Intermediate Attractors
- Yusuke Fujita, Tatsuya Komatsu, Robin Scheibler, Yusuke Kida, Tetsuji Ogawa (Waseda University)
- 2023 IEEE International Conference on Acoustics, Speech and Signal Processing
- June 04, 2023
-
- CONFERENCE (DOMESTIC)
- 中間層予測を用いたEnd-to-end ダイアライゼーション
- 藤田 雄介, 小松 達也, Scheibler Robin, 木田 祐介, 小川 哲司 (早稲田大学)
- 日本音響学会 2023年春季研究発表会
- March 15, 2023
-
- OTHERS (DOMESTIC)
- 日本語音声認識における語彙集合分割とマルチタスク学習による 目的語彙抽出
- 伊藤 葵 (LINE/法政大学), 小松 達也, 藤田 雄介
- 電子情報通信学会/日本音響学会 音声研究会
- February 28, 2023
-
- CONFERENCE (INTERNATIONAL)
- Alternate Intermediate Conditioning with Syllable-level and Character-level Targets for Japanese ASR
- Yusuke Fujita, Tatsuya Komatsu, Yusuke Kida
- The 2022 IEEE Spoken Language Technology Workshop
- January 09, 2023
-
- CONFERENCE (INTERNATIONAL)
- Inter-Decoder: Using Attention-Decoder losses as Intermediate Regularization for CTC-based Speech Recognition
- Tatsuya Komatsu, Yusuke Fujita
- The 2022 IEEE Spoken Language Technology Workshop
- January 09, 2023
-
- CONFERENCE (INTERNATIONAL)
- On Sorting and Padding Multiple Targets for Sound Event Localization and Detection with Permutation Invariant and Location-based Training
- Robin Scheibler, Tatsuya Komatsu, Yusuke Fujita, Michael Hentschel
- Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2022
- November 07, 2022