People
Takashi Maekaku Software Engineer
I joined Yahoo Japan Corporation (now known as LY Corporation) in 2012. I work on research and development related to speech processing with a focus on speech recognition and the improvement of related products.
Publications
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- CONFERENCE (DOMESTIC)
- 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
- September 04, 2024
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- JOURNAL (INTERNATIONAL)
- 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
- August 26, 2024
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- OTHERS (INTERNATIONAL)
- 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
- March 28, 2024
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- CONFERENCE (INTERNATIONAL)
- 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
- March 20, 2024
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- CONFERENCE (INTERNATIONAL)
- 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
- March 20, 2024
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- CONFERENCE (INTERNATIONAL)
- 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
- December 16, 2023
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- OTHERS (INTERNATIONAL)
- 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
- October 09, 2023
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- CONFERENCE (INTERNATIONAL)
- Exploration of Efficient End-to-End ASR using Discretized Input from Self-Supervised Learning
- Xuankai Chang (Carnegie Mellon University), Brian Yan (Carnegie Mellon University), Yuya Fujita, Takashi Maekaku, Shinji Watanabe (Carnegie Mellon University)
- The 24th Annual Conference of the International Speech Communication Association
- August 20, 2023
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- CONFERENCE (INTERNATIONAL)
- Fully Unsupervised Topic Clustering of Unlabelled Spoken Audio Using Self-Supervised Representation Learning and Topic Model
- Takashi Maekaku, Yuya Fujita, Xuankai Chang (Carnegie Mellon University), Shinji Watanabe (Carnegie Mellon University)
- The International Conference on Acoustics, Speech, & Signal Processing 2023
- June 07, 2023
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- OTHERS (INTERNATIONAL)
- Exploration of Efficient End-to-End ASR using Discretized Input from Self-Supervised Learning
- Xuankai Chang (Carnegie Mellon University), Brian Yan (Carnegie Mellon University), Yuya Fujita, Takashi Maekaku, Shinji Watanabe (Carnegie Mellon University)
- arXiv
- May 29, 2023