Takashi Maekaku

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 17

Top Topics

Latent Variable Models

Speech Recognition

Microblog Posts

Top Venues

Publications

Takashi Maekaku, Jiatong Shi, Xuankai Chang, Yuya Fujita, Shinji Watanabe
Hubertopic: Enhancing Semantic Representation of Hubert Through Self-Supervision Utilizing Topic Model. ICASSP (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)
Takashi Maekaku, Yuya Fujita, Xuankai Chang, Shinji Watanabe
Fully Unsupervised Topic Clustering of Unlabelled Spoken Audio Using Self-Supervised Representation Learning and Topic Model. ICASSP (2023)
Xuankai Chang, Brian Yan, Yuya Fujita, Takashi Maekaku, Shinji Watanabe
Exploration of Efficient End-to-End ASR using Discretized Input from Self-Supervised Learning. INTERSPEECH (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)
Yuya Fujita, Shinji Watanabe, Xuankai Chang, Takashi Maekaku
LV-CTC: Non-Autoregressive ASR With CTC and Latent Variable Models. ASRU (2023)
Xuankai Chang, Brian Yan, Yuya Fujita, Takashi Maekaku, Shinji Watanabe
Exploration of Efficient End-to-End ASR using Discretized Input from Self-Supervised Learning. CoRR (2023)
Takashi Maekaku, Jiatong Shi, Xuankai Chang, Yuya Fujita, Shinji Watanabe
HuBERTopic: Enhancing Semantic Representation of HuBERT through Self-supervision Utilizing Topic Model. CoRR (2023)
Takashi Maekaku, Yuya Fujita, Yifan Peng, Shinji Watanabe
Attention Weight Smoothing Using Prior Distributions for Transformer-Based End-to-End ASR. INTERSPEECH (2022)
Xuankai Chang, Takashi Maekaku, Yuya Fujita, Shinji Watanabe
End-to-End Integration of Speech Recognition, Speech Enhancement, and Self-Supervised Learning Representation. CoRR (2022)
Xuankai Chang, Takashi Maekaku, Yuya Fujita, Shinji Watanabe
End-to-End Integration of Speech Recognition, Speech Enhancement, and Self-Supervised Learning Representation. INTERSPEECH (2022)
Takashi Maekaku, Xuankai Chang, Yuya Fujita, Shinji Watanabe
An Exploration of Hubert with Large Number of Cluster Units and Model Assessment Using Bayesian Information Criterion. ICASSP (2022)
Xuankai Chang, Takashi Maekaku, Pengcheng Guo, Jing Shi, Yen-Ju Lu, Aswin Shanmugam Subramanian, Tianzi Wang, Shu-Wen Yang, Yu Tsao, Hung-yi Lee, Shinji Watanabe
An Exploration of Self-Supervised Pretrained Representations for End-to-End Speech Recognition. CoRR (2021)
Takashi Maekaku, Xuankai Chang, Yuya Fujita, Li-Wei Chen, Shinji Watanabe, Alexander I. Rudnicky
Speech Representation Learning Combining Conformer CPC with Deep Cluster for the ZeroSpeech Challenge 2021. Interspeech (2021)
Xuankai Chang, Takashi Maekaku, Pengcheng Guo, Jing Shi, Yen-Ju Lu, Aswin Shanmugam Subramanian, Tianzi Wang, Shu-Wen Yang, Yu Tsao, Hung-yi Lee, Shinji Watanabe
An Exploration of Self-Supervised Pretrained Representations for End-to-End Speech Recognition. ASRU (2021)
Takashi Maekaku, Xuankai Chang, Yuya Fujita, Li-Wei Chen, Shinji Watanabe, Alexander I. Rudnicky
Speech Representation Learning Combining Conformer CPC with Deep Cluster for the ZeroSpeech Challenge 2021. CoRR (2021)
Takashi Maekaku, Yusuke Kida, Akihiko Sugiyama
Simultaneous Detection and Localization of a Wake-Up Word Using Multi-Task Learning of the Duration and Endpoint. INTERSPEECH (2019)
Takashi Maekaku, Hiroyuki Kasai
Music classification applying Prime form and Interval-Class Vector. ICCE (2013)
Takashi Maekaku, Hiroyuki Kasai
Music relationship visualization based on melody piece transition using conditional divergence. IEEE Trans. Consumer Electron. 58 (3) (2012)
Takashi Maekaku, Hiroyuki Kasai
Music relationship visualization based on melody transition using Conditional Divergence for music browsing system. ICCE (2012)