Publications

2023

Conference Proceedings (peer reviewed)

Multimodal Recognition of Speech and Electrocorticogram
Mitali Ahuja, Shuji Komeiji, Takumi Mitsuhashi, Yasushi Iimura, Hiroharu Suzuki, Hidenori Sugano, Koichi Shinoda, and Toshihisa Tanaka
Proc. 2023 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Taipei, Taiwan, Oct. 31 - Nov. 3, 2023. https://doi.org/10.1109/APSIPAASC58517.2023.10317527

Sensor Data Representation with Transformer-Based Contrastive Learning for Human Action Recognition and Detection
Lei Yang, Yuzhe Hao, Koichi Shinoda
Proc. EUSIPCO, Sept. 4-8, 2023. https://doi.org/10.23919/EUSIPCO58844.2023.10289883

Synthesizing Speech from ECoG with a Combination of Transformer-Based Encoder and Neural Vocoder
Kai Shigemi, Shuji Komeiji, Takumi Mitsuhashi, Yasushi Iimura, Hiroharu Suzuki, Hidenori Sugano, Koichi Shinoda, Kohei Yatabe, Toshihisa Tanaka
Proc. 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), June 4-10, 2023, Rhodes Island, Greece. https://doi.org/10.1109/ICASSP49357.2023.10097004

EvIs-Kitchen: Egocentric Human Activities Recognition with Video and Inertial Sensor data
Yuzhe Hao, Kuniaki Uto, Asako Kanezaki, Ikuro Sato, Rei Kawakami, Koichi Shinoda
Proc. International Conference on MULTIMEDIA MODELING, Jan. 9 - 12, 2023, Bergen, Norway. https://doi.org/10.1007/978-3-031-27077-2_29

Text-Guided Object Detector for Multi-modal Video Question Answering
Ruoyue Shen, Nakamasa Inoue, Koichi Shinoda
Proc. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jan. 3-7, 2023, pp. 1032 - 1042. https://doi.org/10.1109/WACV56688.2023.00109

Domestic Conference Proceedings

A Multimodal Model for Personality Recognition through Speech
Nathania Nah, Takafumi Koshinaka, Koichi Shinoda, Yuri Tsuchiya
ASJ Autumn Meeting, Sep. 26-28, 2024

Mode-Adaptive Transformer by Automatic Optimization of the Receptive Field
Takuya Asakura, Nakamasa Inoue , Rio Yokota , Koichi Shinoda
The 37th Annual Conference of the Japanese Society for Artificial Intelligence, June. 6-9, 2023

Personality Recognition on Dyadic Interactions with Representation Learning
Nathania Nah, Takafumi Koshinaka, Koichi Shinoda
第9回 音声・音響・信号処理ワークショップ（SPEASIP）IEICE Tech. Rep., vol. 122, no. 389, SP2022-81, pp. 241-246, Feb. 2023

Invited Talks & Tutorials

Structural MAP for LR & HMMs
Koichi Shinoda
Symposium for Celebrating 40 Years of Bayesian Learning in Speech and Language Processing and Beyond, IEEE ASRU 2023 Workshop Satellite Event, Taipei, December 20th, 2023.