Hubertopic: Enhancing Semantic Representation of Hubert Through Self-Supervision Utilizing Topic Model
Maekaku, Takashi, Shi, Jiatong, Chang, Xuankai, Fujita, Yuya, Watanabe, Shinji
Published in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (14.04.2024)
Published in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (14.04.2024)
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Conference Proceeding
Fully Unsupervised Topic Clustering of Unlabelled Spoken Audio Using Self-Supervised Representation Learning and Topic Model
Maekaku, Takashi, Fujita, Yuya, Chang, Xuankai, Watanabe, Shinji
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
An Exploration of Hubert with Large Number of Cluster Units and Model Assessment Using Bayesian Information Criterion
Maekaku, Takashi, Chang, Xuankai, Fujita, Yuya, Watanabe, Shinji
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
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Conference Proceeding
Exploring Speech Recognition, Translation, and Understanding with Discrete Speech Units: A Comparative Study
Chang, Xuankai, Yan, Brian, Choi, Kwanghee, Jung, Jee-Weon, Lu, Yichen, Maiti, Soumi, Sharma, Roshan, Shi, Jiatong, Tian, Jinchuan, Watanabe, Shinji, Fujita, Yuya, Maekaku, Takashi, Guo, Pengcheng, Cheng, Yao-Fei, Denisov, Pavel, Saijo, Kohei, Wang, Hsiu-Hsuan
Published in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (14.04.2024)
Published in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (14.04.2024)
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Conference Proceeding
An Exploration of Self-Supervised Pretrained Representations for End-to-End Speech Recognition
Chang, Xuankai, Maekaku, Takashi, Guo, Pengcheng, Shi, Jing, Lu, Yen-Ju, Subramanian, Aswin Shanmugam, Wang, Tianzi, Yang, Shu-wen, Tsao, Yu, Lee, Hung-yi, Watanabe, Shinji
Published in 2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) (13.12.2021)
Published in 2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) (13.12.2021)
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Conference Proceeding
HuBERTopic: Enhancing Semantic Representation of HuBERT through Self-supervision Utilizing Topic Model
Maekaku, Takashi, Shi, Jiatong, Chang, Xuankai, Fujita, Yuya, Watanabe, Shinji
Year of Publication 05.10.2023
Year of Publication 05.10.2023
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Journal Article
Exploration of Efficient End-to-End ASR using Discretized Input from Self-Supervised Learning
Chang, Xuankai, Yan, Brian, Fujita, Yuya, Maekaku, Takashi, Watanabe, Shinji
Year of Publication 29.05.2023
Year of Publication 29.05.2023
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Journal Article
Music classification applying Prime form and Interval-Class Vector
Maekaku, T., Kasai, H.
Published in 2013 IEEE International Conference on Consumer Electronics (ICCE) (01.01.2013)
Published in 2013 IEEE International Conference on Consumer Electronics (ICCE) (01.01.2013)
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Conference Proceeding
Journal Article
LV-CTC: Non-autoregressive ASR with CTC and latent variable models
Fujita, Yuya, Watanabe, Shinji, Chang, Xuankai, Maekaku, Takashi
Published in arXiv.org (28.03.2024)
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Published in arXiv.org (28.03.2024)
Paper
Speech Representation Learning Combining Conformer CPC with Deep Cluster for the ZeroSpeech Challenge 2021
Maekaku, Takashi, Chang, Xuankai, Fujita, Yuya, Chen, Li-Wei, Watanabe, Shinji, Rudnicky, Alexander
Year of Publication 13.07.2021
Year of Publication 13.07.2021
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Journal Article
Exploring Speech Recognition, Translation, and Understanding with Discrete Speech Units: A Comparative Study
Chang, Xuankai, Yan, Brian, Choi, Kwanghee, Jung, Jeeweon, Lu, Yichen, Maiti, Soumi, Sharma, Roshan, Shi, Jiatong, Tian, Jinchuan, Watanabe, Shinji, Fujita, Yuya, Maekaku, Takashi, Guo, Pengcheng, Cheng, Yao-Fei, Denisov, Pavel, Saijo, Kohei, Wang, Hsiu-Hsuan
Year of Publication 27.09.2023
Year of Publication 27.09.2023
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Journal Article
An Exploration of Self-Supervised Pretrained Representations for End-to-End Speech Recognition
Chang, Xuankai, Maekaku, Takashi, Guo, Pengcheng, Shi, Jing, Lu, Yen-Ju, Subramanian, Aswin Shanmugam, Wang, Tianzi, Yang, Shu-wen, Tsao, Yu, Lee, Hung-yi, Watanabe, Shinji
Year of Publication 09.10.2021
Year of Publication 09.10.2021
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Journal Article