前角高史 - LINEヤフーの研究開発

その他 (国際)
Online Register for Dual-Mode Self-Supervised Speech Models: Mitigating The Lack of Future Context: Keita Goto, Takashi Maekaku, Jin Sakuma, Jinchuan Tian (Carnegie Mellon University), Yusuke Shinohara, Shinji Watanabe (Carnegie Mellon University); arXiv.org; 2026.3.2

その他 (国際)
Bagpiper: Solving Open-Ended Audio Tasks via Rich Captions: Jinchuan Tian (Carnegie Mellon University), Haoran Wang (Carnegie Mellon University), Bo-Hao Su (Carnegie Mellon University), Chien-Yu Huang (Carnegie Mellon University), Qingzheng Wang (Carnegie Mellon University), Jiatong Shi (Carnegie Mellon University), William Chen (Carnegie Mellon University), Xun Gong (Carnegie Mellon University), Siddhant Arora (Carnegie Mellon University), Chin-Jou Li (Carnegie Mellon University), Masao Someki (Carnegie Mellon University), Takashi Maekaku, Keita Goto, Yusuke Shinohara, Jin Sakuma, Chao-Han Huck Yang (NVIDIA Research), Shinji Watanabe (Carnegie Mellon University); arXiv.org; 2026.2.6

その他 (国際)
Evaluating Self-Supervised Speech Models via Text-Based LLMS: Takashi Maekaku, Keita Goto, Jinchuan Tian (Carnegie Mellon University), Yusuke Shinohara, Shinji Watanabe (Carnegie Mellon University); arXiv.org; 2025.10.7

カンファレンス (国内)
トピックモデルを用いた教師なし学習によるHuBERTの意味表現向上: 前角高史, Jiatong Shi (カーネギーメロン大学), Xuankai Chang (カーネギーメロン大学), 藤田悠哉, 渡部晋治 (カーネギーメロン大学); 日本音響学会 2024年秋季研究発表会; 2024.9.4

論文誌 (国際)
MC-Whisper: Extending Speech Foundation Models to Multichannel Distant Speech Recognition: Xuankai Chang (Carnegie Mellon University), Pengcheng Guo (Northwestern Polytechnical University), Yuya Fujita, Takashi Maekaku, Shinji Watanabe (Carnegie Mellon University); IEEE Signal Processing Letters; 2024.8.26

その他 (国際)
LV-CTC: Non-autoregressive ASR with CTC and latent variable models: Yuya Fujita, Shinji Watanabe (Carnegie Mellon Univ.), Xuankai Chang (Carnegie Mellon Univ.), Takashi Maekaku; arXiv.org; 2024.3.28

カンファレンス (国際)
Exploring Speech Recognition, Translation, and Understanding with Discrete Speech Units: A Comparative Study: Xuankai Chang (Carnegie Mellon University), Brian Yan (Carnegie Mellon University), Kwanghee Choi (Carnegie Mellon University), Jee-Weon Jung (Carnegie Mellon University), Yichen Lu (Carnegie Mellon University), Soumi Maiti (Carnegie Mellon University), Roshan Sharma (Carnegie Mellon University), Jiatong Shi (Carnegie Mellon University), Jinchuan Tian (Carnegie Mellon University), Shinji Watanabe (Carnegie Mellon University), Yuya Fujita, Takashi Maekaku, Pengcheng Guo (Northwestern Polytechnical University), Yao-Fei Cheng (University of Washington), Pavel Denisov (University of Stuttgart), Kohei Saijo (Waseda University), Hsiu-Hsuan Wang (National Taiwan University); 2024 IEEE International Conference on Acoustics, Speech and Signal Processing; 2024.3.20

カンファレンス (国際)
Hubertopic: Enhancing Semantic Representation of Hubert Through Self-Supervision Utilizing Topic Model: Takashi Maekaku, Jiatong Shi (Carnegie Mellon University), Xuankai Chang (Carnegie Mellon University), Yuya Fujita, Shinji Watanabe (Carnegie Mellon University); 2024 IEEE International Conference on Acoustics, Speech and Signal Processing; 2024.3.20

カンファレンス (国際)
LV-CTC: Non-autoregressive ASR with CTC and Latent Variable Models: Yuya Fujita, Shinji Watanabe (Carnegie Mellon Univ.), Xuankai Chang (Carnegie Mellon Univ.), Takashi Maekaku; The 2023 IEEE Workshop on Automatic Speech Recognition and Understanding; 2023.12.16

その他 (国際)
HuBERTopic: Enhancing Semantic Representation of HuBERT through Self-supervision Utilizing Topic Model: Takashi Maekaku, Jiatong Shi (Carnegie Mellon University), Xuankai Chang (Carnegie Mellon University), Yuya Fujita, Shinji Watanabe (Carnegie Mellon University); arXiv; 2023.10.9

LINEヤフーの研究開発