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Our Researchers
July 31, 2024
Yuto Matsunaga
Researcher
Ph.D in Information Science
Research Area
- Machine Learning
- Acoustic Signal Processing
- Watermarking
- Fake Information Detection
International Conference Papers
- Hideyuki Oiso, Yuto Matsunaga, Kazuya Kakizaki , Taiki Miyagawa, " PromptTuningforAudioDeepfakeDetection: Computationally EfficientTest-timeDomainAdaptation with Limited Target Dataset, " INTERSPEECH. (INTERSPEECH 2024)
- Yuto Matsunaga, Nofumi Aoki, Yoshinori Dobashi, Tetsuya Kojima, "Distortion based Watermark Extraction Technique Using 1D CNN," 2021 International Conference on Artificial Intelligence in Information and Communication (ICAIIC), pp. 31-35, 2021.
- Yuto Matsunaga, Nofumi Aoki, Yoshinori Dobashi, Tetsuya Kojima, "A Black Box Modeling Technique for Distortion Stomp Boxes Using LSTM Neural Networks," 2020 International Conference on Artificial Intelligence in Information and Communication (ICAIIC), pp. 653-656, 2020.
- Yuto Matsunaga, Nofumi Aoki, Yoshinori Dobashi, Tsuyoshi Yamamoto, "A Digital Modeling Technique for Distortion Effect Based on a Machine Learning Approach," 2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), pp. 1888-1892, 2018.
- Yuto Matsunaga, Tetsuya Kojima, Nofumi Aoki, Yoshinori Dobashi, Tsuyoshi Yamamoto, "A study on a digital watermarking technique for music data using distortion effect," 2017 Eighth International Workshop on Signal Design and Its Applications in Communications (IWSDA), pp. 131-134, 2017.
Journal Papers
- Yuto Matsunaga, Tetsuya Kojima, Nofumi Aoki, Yoshinori Dobashi, Tsuyoshi Yamamoto, "Some Evaluations on a Digital Watermarking Technique for Music Data Using Distortion Effect," IEICE TRANSACTIONS on Information and Systems, Vol.E102-D, No.6, pp.1119-1125, 2019.
- Yuto Matsunaga, Tetsuya Kojima, Naofumi Aoki, Yoshinori Dobashi, Tsuyoshi Yamamoto, "A digital watermarking technique for music data using distortion effect," Acoustical Science and Technology, vol.39, No.1, pp.37-39, 2018 (Letters).
Biography
- March 2018
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Bachelor of Engineering, Hokkaido University, Japan
- March 2020
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Master of Information Science and Technology, Hokkaido University, Japan
- April 2020 - March 2023
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Research Felloship (DC-1) of the Japan Society for the Promotion of Science.
- March 2023
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Doctor of Philosophy (Information Science and Technology), Hokkaido University, Japan
- April 2023 - today
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NEC Corporation