Yuya Fujita

43 papers A 10C 2Misc 9Journal 15Unranked 7
YearRankTypeTitle / Venue / Authors
2024 Misc conf
Cross-Modal Multi-Tasking for Speech-to-Text Translation via Hard Parameter Sharing.
ICASSP
Brian Yan, Xuankai Chang, Antonios Anastasopoulos, Yuya Fujita, Shinji Watanabe
2024 Misc conf
Exploring Speech Recognition, Translation, and Understanding with Discrete Speech Units: A Comparative Study.
ICASSP
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
2024 Misc conf
Hubertopic: Enhancing Semantic Representation of Hubert Through Self-Supervision Utilizing Topic Model.
ICASSP
Takashi Maekaku, Jiatong Shi, Xuankai Chang, Yuya Fujita, Shinji Watanabe
2024 J jnl
MC-Whisper: Extending Speech Foundation Models to Multichannel Distant Speech Recognition.
IEEE Signal Process. Lett.
Xuankai Chang, Pengcheng Guo, Yuya Fujita, Takashi Maekaku, Shinji Watanabe
2023 Misc conf
Align, Write, Re-Order: Explainable End-to-End Speech Translation via Operation Sequence Generation.
ICASSP
Motoi Omachi, Brian Yan, Siddharth Dalmia, Yuya Fujita, Shinji Watanabe
2023 J jnl
Cross-Modal Multi-Tasking for Speech-to-Text Translation via Hard Parameter Sharing.
CoRR
Brian Yan, Xuankai Chang, Antonios Anastasopoulos, Yuya Fujita, Shinji Watanabe
2023 A conf
Exploration of Efficient End-to-End ASR using Discretized Input from Self-Supervised Learning.
INTERSPEECH
Xuankai Chang, Brian Yan, Yuya Fujita, Takashi Maekaku, Shinji Watanabe
2023 J jnl
Exploration of Efficient End-to-End ASR using Discretized Input from Self-Supervised Learning.
CoRR
Xuankai Chang, Brian Yan, Yuya Fujita, Takashi Maekaku, Shinji Watanabe
2023 J jnl
Exploring Speech Recognition, Translation, and Understanding with Discrete Speech Units: A Comparative Study.
CoRR
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
2023 Misc conf
Fully Unsupervised Topic Clustering of Unlabelled Spoken Audio Using Self-Supervised Representation Learning and Topic Model.
ICASSP
Takashi Maekaku, Yuya Fujita, Xuankai Chang, Shinji Watanabe
2023 J jnl
HuBERTopic: Enhancing Semantic Representation of HuBERT through Self-supervision Utilizing Topic Model.
CoRR
Takashi Maekaku, Jiatong Shi, Xuankai Chang, Yuya Fujita, Shinji Watanabe
2023 C conf
LV-CTC: Non-Autoregressive ASR With CTC and Latent Variable Models.
ASRU
Yuya Fujita, Shinji Watanabe, Xuankai Chang, Takashi Maekaku
2022 J jnl
Align, Write, Re-order: Explainable End-to-End Speech Translation via Operation Sequence Generation.
CoRR
Motoi Omachi, Brian Yan, Siddharth Dalmia, Yuya Fujita, Shinji Watanabe
2022 Misc conf
An Exploration of Hubert with Large Number of Cluster Units and Model Assessment Using Bayesian Information Criterion.
ICASSP
Takashi Maekaku, Xuankai Chang, Yuya Fujita, Shinji Watanabe
2022 A conf
Attention Weight Smoothing Using Prior Distributions for Transformer-Based End-to-End ASR.
INTERSPEECH
Takashi Maekaku, Yuya Fujita, Yifan Peng, Shinji Watanabe
2022 A conf
End-to-End Integration of Speech Recognition, Speech Enhancement, and Self-Supervised Learning Representation.
INTERSPEECH
Xuankai Chang, Takashi Maekaku, Yuya Fujita, Shinji Watanabe
2022 J jnl
End-to-End Integration of Speech Recognition, Speech Enhancement, and Self-Supervised Learning Representation.
CoRR
Xuankai Chang, Takashi Maekaku, Yuya Fujita, Shinji Watanabe
2022 Misc conf
Non-Autoregressive End-To-End Automatic Speech Recognition Incorporating Downstream Natural Language Processing.
ICASSP
Motoi Omachi, Yuya Fujita, Shinji Watanabe, Tianzi Wang
2022 J jnl
Production planning method for
Comput. Ind. Eng.
Yuya Fujita, Kazuhiro Izui, Shinji Nishiwaki, Zhe Zhang, Yong Yin
2021 C conf
A Comparative Study on Non-Autoregressive Modelings for Speech-to-Text Generation.
ASRU
Yosuke Higuchi, Nanxin Chen, Yuya Fujita, Hirofumi Inaguma, Tatsuya Komatsu, Jaesong Lee, Jumon Nozaki, Tianzi Wang, Shinji Watanabe
2021 J jnl
A Comparative Study on Non-Autoregressive Modelings for Speech-to-Text Generation.
CoRR
Yosuke Higuchi, Nanxin Chen, Yuya Fujita, Hirofumi Inaguma, Tatsuya Komatsu, Jaesong Lee, Jumon Nozaki, Tianzi Wang, Shinji Watanabe
2021 — conf
End-to-end ASR to jointly predict transcriptions and linguistic annotations.
NAACL-HLT
Motoi Omachi, Yuya Fujita, Shinji Watanabe, Matthew Wiesner
2021 A conf
Speech Representation Learning Combining Conformer CPC with Deep Cluster for the ZeroSpeech Challenge 2021.
Interspeech
Takashi Maekaku, Xuankai Chang, Yuya Fujita, Li-Wei Chen, Shinji Watanabe, Alexander I. Rudnicky
2021 J jnl
Speech Representation Learning Combining Conformer CPC with Deep Cluster for the ZeroSpeech Challenge 2021.
CoRR
Takashi Maekaku, Xuankai Chang, Yuya Fujita, Li-Wei Chen, Shinji Watanabe, Alexander I. Rudnicky
2021 A conf
Streaming End-to-End ASR Based on Blockwise Non-Autoregressive Models.
Interspeech
Tianzi Wang, Yuya Fujita, Xuankai Chang, Shinji Watanabe
2021 J jnl
Streaming End-to-End ASR based on Blockwise Non-Autoregressive Models.
CoRR
Tianzi Wang, Yuya Fujita, Xuankai Chang, Shinji Watanabe
2021 A conf
Toward Streaming ASR with Non-Autoregressive Insertion-Based Model.
Interspeech
Yuya Fujita, Tianzi Wang, Shinji Watanabe, Motoi Omachi
2020 Misc conf
Attention-Based ASR with Lightweight and Dynamic Convolutions.
ICASSP
Yuya Fujita, Aswin Shanmugam Subramanian, Motoi Omachi, Shinji Watanabe
2020 A conf
End-to-End ASR with Adaptive Span Self-Attention.
INTERSPEECH
Xuankai Chang, Aswin Shanmugam Subramanian, Pengcheng Guo, Shinji Watanabe, Yuya Fujita, Motoi Omachi
2020 A conf
Insertion-Based Modeling for End-to-End Automatic Speech Recognition.
INTERSPEECH
Yuya Fujita, Shinji Watanabe, Motoi Omachi, Xuankai Chang
2020 J jnl
Insertion-Based Modeling for End-to-End Automatic Speech Recognition.
CoRR
Yuya Fujita, Shinji Watanabe, Motoi Omachi, Xuankai Chang
2019 J jnl
Dry, Focus, and Transcribe: End-to-End Integration of Dereverberation, Beamforming, and ASR.
CoRR
Aswin Shanmugam Subramanian, Xiaofei Wang, Shinji Watanabe, Toru Taniguchi, Dung T. Tran, Yuya Fujita
2019 — conf
Generalized Weighted-Prediction-Error Dereverberation with Varying Source Priors For Reverberant Speech Recognition.
WASPAA
Toru Taniguchi, Aswin Shanmugam Subramanian, Xiaofei Wang, Dung T. Tran, Yuya Fujita, Shinji Watanabe
2019 — conf
Speech Enhancement Using End-to-End Speech Recognition Objectives.
WASPAA
Aswin Shanmugam Subramanian, Xiaofei Wang, Murali Karthick Baskar, Shinji Watanabe, Toru Taniguchi, Dung T. Tran, Yuya Fujita
2018 — conf
Fast And Robust Heart Rate Estimation From Videos Through Dynamic Region Selection.
EMBC
Yuya Fujita, Masayuki Hiromoto, Takashi Sato
2018 Misc conf
Multi Scale Feedback Connection for Noise Robust Acoustic Modeling.
ICASSP
Dung T. Tran, Ken-ichi Iso, Motoi Omachi, Yuya Fujita
2018 J jnl
PARHELIA: Particle Filter-Based Heart Rate Estimation From Photoplethysmographic Signals During Physical Exercise.
IEEE Trans. Biomed. Eng.
Yuya Fujita, Masayuki Hiromoto, Takashi Sato
2018 — conf
Speaker Selective Beamformer with Keyword Mask Estimation.
SLT
Yusuke Kida, Dung T. Tran, Motoi Omachi, Toru Taniguchi, Yuya Fujita
2018 J jnl
Speaker Selective Beamformer with Keyword Mask Estimation.
CoRR
Yusuke Kida, Dung T. Tran, Motoi Omachi, Toru Taniguchi, Yuya Fujita
2016 A conf
Robust DNN-Based VAD Augmented with Phone Entropy Based Rejection of Background Speech.
INTERSPEECH
Yuya Fujita, Ken-ichi Iso
2013 A conf
Lightly supervised training for risk-based discriminative language models.
INTERSPEECH
Akio Kobayashi, Takahiro Oku, Yuya Fujita, Shoei Sato
2013 — conf
Progressive language model adaptation for disaster broadcasting with closed-captions.
APSIPA
Takahiro Oku, Yuya Fujita, Akio Kobayashi, Shoei Sato
2012 — conf
Speaker adaptation intensively weighted on mis-recognized speech segments.
APSIPA
Takahiro Oku, Yuya Fujita, Akio Kobayashi, Toru Imai