| 2025 | ASRU | Evaluating Self-Supervised Speech Models Via Text-Based LLMs. | Takashi Maekaku, Keita Goto, Jinchuan Tian, Yusuke Shinohara, Shinji Watanabe |
| 2025 | ICCCN | Detection and Mitigation of False Data Injection Attacks for MEC-based Leader-Follower CACC. | Yuki Ito, Naoya Sato, Yuma Katsuki, Anan Sawabe, Yusuke Shinohara, Ryogo Kubo |
| 2025 | Interspeech | OpusLM: A Family of Open Unified Speech Language Models. | Jinchuan Tian, William Chen, Yifan Peng, Jiatong Shi, Siddhant Arora, Shikhar Bharadwaj, Takashi Maekaku, Yusuke Shinohara, Keita Goto, Xiang Yue, Huck Yang, Shinji Watanabe |
| 2024 | GLOBECOM | Rethinking Delay Behavior in Mobile Networks as a Lifeline of Industrial Applications. | Anan Sawabe, Yusuke Shinohara, Takanori Iwai |
| 2023 | ASRU | Domain Adaptation by Data Distribution Matching Via Submodularity For Speech Recognition. | Yusuke Shinohara, Shinji Watanabe |
| 2023 | VTC | Multiple Cars Remote Monitoring System using AI-based Video Streaming and Alert. | Koichi Nihei, Hayato Itsumi, Yusuke Shinohara, Tomonao Araki, Takanori Iwai |
| 2022 | GLOBECOM | Delay Jitter Modeling for Low-Latency Wireless Communications in Mobility Scenarios. | Anan Sawabe, Yusuke Shinohara, Takanori Iwai |
| 2022 | Interspeech | Minimum latency training of sequence transducers for streaming end-to-end speech recognition. | Yusuke Shinohara, Shinji Watanabe |
| 2021 | ASRU | A Study of Transducer Based End-to-End ASR with ESPnet: Architecture, Auxiliary Loss and Decoding Strategies. | Florian Boyer, Yusuke Shinohara, Takaaki Ishii, Hirofumi Inaguma, Shinji Watanabe |
| 2021 | GLOBECOM | DCM: Delay as Component Model based on Hidden Striping Structure in Mobile Networks. | Anan Sawabe, Shinya Yasuda, Yusuke Shinohara, Takanori Iwai, Akihiro Nakao |
| 2021 | ICASSP | Simpleflat: A Simple Whole-Network Pre-Training Approach for RNN Transducer-Based End-to-End Speech Recognition. | Takafumi Moriya, Takanori Ashihara, Tomohiro Tanaka, Tsubasa Ochiai, Hiroshi Sato, Atsushi Ando, Yusuke Ijima, Ryo Masumura, Yusuke Shinohara |
| 2020 | ICASSP | Sequence-Level Consistency Training for Semi-Supervised End-to-End Automatic Speech Recognition. | Ryo Masumura, Mana Ihori, Akihiko Takashima, Takafumi Moriya, Atsushi Ando, Yusuke Shinohara |
| 2020 | ICASSP | Distilling Attention Weights for CTC-Based ASR Systems. | Takafumi Moriya, Hiroshi Sato, Tomohiro Tanaka, Takanori Ashihara, Ryo Masumura, Yusuke Shinohara |
| 2020 | ICIP | Training With Cache: Specializing Object Detectors From Live Streams Without Overfitting. | Hayato Itsumi, Florian Beye, Yusuke Shinohara, Takanori Iwai |
| 2020 | Interspeech | Self-Distillation for Improving CTC-Transformer-Based ASR Systems. | Takafumi Moriya, Tsubasa Ochiai, Shigeki Karita, Hiroshi Sato, Tomohiro Tanaka, Takanori Ashihara, Ryo Masumura, Yusuke Shinohara, Marc Delcroix |
| 2020 | IWCMC | Video Compression Estimating Recognition Accuracy for Remote Site Object Detection. | Yusuke Shinohara, Hayato Itsumi, Florian Beye, Takanori Iwai |
| 2019 | ICASSP | Large Context End-to-end Automatic Speech Recognition via Extension of Hierarchical Recurrent Encoder-decoder Models. | Ryo Masumura, Tomohiro Tanaka, Takafumi Moriya, Yusuke Shinohara, Takanobu Oba, Yushi Aono |
| 2019 | Interspeech | Neural Whispered Speech Detection with Imbalanced Learning. | Takanori Ashihara, Yusuke Shinohara, Hiroshi Sato, Takafumi Moriya, Kiyoaki Matsui, Takaaki Fukutomi, Yoshikazu Yamaguchi, Yushi Aono |
| 2019 | Interspeech | Joint Maximization Decoder with Neural Converters for Fully Neural Network-Based Japanese Speech Recognition. | Takafumi Moriya, Jian Wang, Tomohiro Tanaka, Ryo Masumura, Yusuke Shinohara, Yoshikazu Yamaguchi, Yushi Aono |
| 2018 | EMNLP | Adversarial Training for Multi-task and Multi-lingual Joint Modeling of Utterance Intent Classification. | Ryo Masumura, Yusuke Shinohara, Ryuichiro Higashinaka, Yushi Aono |
| 2018 | Interspeech | Multi-task Learning with Augmentation Strategy for Acoustic-to-word Attention-based Encoder-decoder Speech Recognition. | Takafumi Moriya, Sei Ueno, Yusuke Shinohara, Marc Delcroix, Yoshikazu Yamaguchi, Yushi Aono |
| 2018 | Interspeech | Encoder Transfer for Attention-based Acoustic-to-word Speech Recognition. | Sei Ueno, Takafumi Moriya, Masato Mimura, Shinsuke Sakai, Yusuke Shinohara, Yoshikazu Yamaguchi, Yushi Aono, Tatsuya Kawahara |
| 2018 | Interspeech | Automatic DNN Node Pruning Using Mixture Distribution-based Group Regularization. | Tsukasa Yoshida, Takafumi Moriya, Kazuho Watanabe, Yusuke Shinohara, Yoshikazu Yamaguchi, Yushi Aono |
| 2016 | Interspeech | Adversarial Multi-Task Learning of Deep Neural Networks for Robust Speech Recognition. | Yusuke Shinohara |
| 2014 | ICASSP | A submodular optimization approach to sentence set selection. | Yusuke Shinohara |
| 2013 | ICASSP | Tying rotations of covariance matrices via riemannian subspace clustering. | Yusuke Shinohara |
| 2013 | Interspeech | N-best rescoring by phoneme classifiers using subclass adaboost algorithm. | Hiroshi Fujimura, Yusuke Shinohara, Takashi Masuko |
| 2011 | ASRU | N-Best rescoring by adaboost phoneme classifiers for isolated word recognition. | Hiroshi Fujimura, Masanobu Nakamura, Yusuke Shinohara, Takashi Masuko |
| 2010 | ICASSP | Covariance clustering on Riemannian manifolds for acoustic model compression. | Yusuke Shinohara, Takashi Masuko, Masami Akamine |
| 2010 | SIGCOMM | Source flow: handling millions of flows on flow-based nodes. | Yasunobu Chiba, Yusuke Shinohara, Hideyuki Shimonishi |
| 2009 | ICASSP | Bayesian feature enhancement using a mixture of unscented transformation for uncertainty decoding of noisy speech. | Yusuke Shinohara, Masami Akamine |
| 2008 | ICASSP | Feature enhancement by speaker-normalized splice for robust speech recognition. | Yusuke Shinohara, Takashi Masuko, Masami Akamine |
| 2005 | MVA | A New Scheme for Image Recognition Using Higher-Order Local Autocorrelation and Factor Analysis. | Naoyuki Nomoto, Yusuke Shinohara, Takayoshi Shiraki, Takumi Kobayashi, Nobuyuki Otsu |