Kohei Saijo

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 18

Top Topics

Comparative Study

Source Separation

Speech Enhancement

Minimum Variance

Top Venues

Publications

Wangyou Zhang, Kohei Saijo, Jee-weon Jung, Chenda Li, Shinji Watanabe, Yanmin Qian
Beyond Performance Plateaus: A Comprehensive Study on Scalability in Speech Enhancement. CoRR (2024)
Xuankai Chang, Brian Yan, Kwanghee Choi, Jee-Weon Jung, Yichen Lu, Soumi Maiti, Roshan S. Sharma, Jiatong Shi, Jinchuan Tian, Shinji Watanabe, Yuya Fujita, Takashi Maekaku, Pengcheng Guo, Yao-Fei Cheng, Pavel Denisov, Kohei Saijo, Hsiu-Hsuan Wang
Exploring Speech Recognition, Translation, and Understanding with Discrete Speech Units: A Comparative Study. ICASSP (2024)
Wangyou Zhang, Robin Scheibler, Kohei Saijo, Samuele Cornell, Chenda Li, Zhaoheng Ni, Anurag Kumar, Jan Pirklbauer, Marvin Sach, Shinji Watanabe, Tim Fingscheidt, Yanmin Qian
URGENT Challenge: Universality, Robustness, and Generalizability For Speech Enhancement. CoRR (2024)
Kohei Saijo, Wangyou Zhang, Zhong-Qiu Wang, Shinji Watanabe, Tetsunori Kobayashi, Tetsuji Ogawa
A Single Speech Enhancement Model Unifying Dereverberation, Denoising, Speaker Counting, Separation, And Extraction. ASRU (2023)
Xuankai Chang, Brian Yan, Kwanghee Choi, Jee-Weon Jung, Yichen Lu, Soumi Maiti, Roshan S. Sharma, Jiatong Shi, Jinchuan Tian, Shinji Watanabe, Yuya Fujita, Takashi Maekaku, Pengcheng Guo, Yao-Fei Cheng, Pavel Denisov, Kohei Saijo, Hsiu-Hsuan Wang
Exploring Speech Recognition, Translation, and Understanding with Discrete Speech Units: A Comparative Study. CoRR (2023)
Kohei Saijo, Tetsuji Ogawa
Remixing-based Unsupervised Source Separation from Scratch. INTERSPEECH (2023)
Kohei Saijo, Tetsuji Ogawa
Remixing-based Unsupervised Source Separation from Scratch. CoRR (2023)
Wangyou Zhang, Kohei Saijo, Zhong-Qiu Wang, Shinji Watanabe, Yanmin Qian
Toward Universal Speech Enhancement for Diverse Input Conditions. CoRR (2023)
Kohei Saijo, Wangyou Zhang, Zhong-Qiu Wang, Shinji Watanabe, Tetsunori Kobayashi, Tetsuji Ogawa
A Single Speech Enhancement Model Unifying Dereverberation, Denoising, Speaker Counting, Separation, and Extraction. CoRR (2023)
Wangyou Zhang, Kohei Saijo, Zhong-Qiu Wang, Shinji Watanabe, Yanmin Qian
Toward Universal Speech Enhancement For Diverse Input Conditions. ASRU (2023)
Kohei Saijo, Tetsuji Ogawa
Self-Remixing: Unsupervised Speech Separation VIA Separation and Remixing. ICASSP (2023)
Kohei Saijo, Tetsuji Ogawa
Remix-cycle-consistent Learning on Adversarially Learned Separator for Accurate and Stable Unsupervised Speech Separation. CoRR (2022)
Kohei Saijo, Robin Scheibler
Independence-based Joint Dereverberation and Separation with Neural Source Model. INTERSPEECH (2022)
Kohei Saijo, Tetsuji Ogawa
Remix-Cycle-Consistent Learning on Adversarially Learned Separator for Accurate and Stable Unsupervised Speech Separation. ICASSP (2022)
Kohei Saijo, Tetsuji Ogawa
Self-Remixing: Unsupervised Speech Separation via Separation and Remixing. CoRR (2022)
Kohei Saijo, Robin Scheibler
Spatial Loss for Unsupervised Multi-channel Source Separation. INTERSPEECH (2022)
Kohei Saijo, Tetsuji Ogawa
Unsupervised Training of Sequential Neural Beamformer Using Coarsely-separated and Non-separated Signals. INTERSPEECH (2022)
Kohei Saijo, Kazuhiro Katagiri, Masaru Fujieda, Tetsunori Kobayashi, Tetsuji Ogawa
Comparative Study on DNN-based Minimum Variance Beamforming Robust to Small Movements of Sound Sources. APSIPA ASC (2021)