| 2025 | ICASSP | Music Tagging with Classifier Group Chains. | Takuya Hasumi, Tatsuya Komatsu, Yusuke Fujita |
| 2025 | ICASSP | Pre-training with Synthetic Patterns for Audio. | Yuchi Ishikawa, Tatsuya Komatsu, Yoshimitsu Aoki |
| 2025 | ICASSP | Aligned Contrastive Learning for Text-to-Music Retrieval. | Tatsuya Komatsu, Hokuto Munakata, Takuya Hasumi, Yusuke Fujita |
| 2025 | ICASSP | Language-based Audio Moment Retrieval. | Hokuto Munakata, Taichi Nishimura, Shota Nakada, Tatsuya Komatsu |
| 2025 | ICASSP | DETECLAP: Enhancing Audio-Visual Representation Learning with Object Information. | Shota Nakada, Taichi Nishimura, Hokuto Munakata, Masayoshi Kondo, Tatsuya Komatsu |
| 2025 | Interspeech | Language-Guided Contrastive Audio-Visual Masked Autoencoder with Automatically Generated Audio-Visual-Text Triplets from Videos. | Yuchi Ishikawa, Shota Nakada, Hokuto Munakata, Kazuhiro Saito, Tatsuya Komatsu, Yoshimitsu Aoki |
| 2025 | Interspeech | Leveraging Unlabeled Audio for Audio-Text Contrastive Learning via Audio-Composed Text Features. | Tatsuya Komatsu, Hokuto Munakata, Yuchi Ishikawa |
| 2024 | EMNLP | Lighthouse: A User-Friendly Library for Reproducible Video Moment Retrieval and Highlight Detection. | Taichi Nishimura, Shota Nakada, Hokuto Munakata, Tatsuya Komatsu |
| 2024 | ICASSP | Keep Decoding Parallel With Effective Knowledge Distillation From Language Models To End-To-End Speech Recognisers. | Michael Hentschel, Yuta Nishikawa, Tatsuya Komatsu, Yusuke Fujita |
| 2024 | ICASSP | Audio Difference Learning for Audio Captioning. | Tatsuya Komatsu, Yusuke Fujita, Kazuya Takeda, Tomoki Toda |
| 2024 | ICASSP | PromptTTS++: Controlling Speaker Identity in Prompt-Based Text-To-Speech Using Natural Language Descriptions. | Reo Shimizu, Ryuichi Yamamoto, Masaya Kawamura, Yuma Shirahata, Hironori Doi, Tatsuya Komatsu, Kentaro Tachibana |
| 2024 | Interspeech | Audio Fingerprinting with Holographic Reduced Representations. | Yusuke Fujita, Tatsuya Komatsu |
| 2024 | Interspeech | Universal Score-based Speech Enhancement with High Content Preservation. | Robin Scheibler, Yusuke Fujita, Yuma Shirahata, Tatsuya Komatsu |
| 2023 | ICASSP | Neural Diarization with Non-Autoregressive Intermediate Attractors. | Yusuke Fujita, Tatsuya Komatsu, Robin Scheibler, Yusuke Kida, Tetsuji Ogawa |
| 2023 | Interspeech | Target Vocabulary Recognition Based on Multi-Task Learning with Decomposed Teacher Sequences. | Aoi Ito, Tatsuya Komatsu, Yusuke Fujita, Yusuke Kida |
| 2023 | IECON | Analysis of Biological Data of Cows and Development of Detection Systems for Calving Phase. | Hiroto Noma, Tatsuya Komatsu, Kansei Matsumoto, Hidetoshi Oya, Ryotaro Miura, Koji Yoshioka, Yoshikatsu Hoshi |
| 2022 | ICASSP | Non-Autoregressive ASR with Self-Conditioned Folded Encoders. | Tatsuya Komatsu |
| 2022 | ICASSP | Self-Supervised Learning Method Using Multiple Sampling Strategies for General-Purpose Audio Representation. | Ibuki Kuroyanagi, Tatsuya Komatsu |
| 2022 | Interspeech | Better Intermediates Improve CTC Inference. | Tatsuya Komatsu, Yusuke Fujita, Jaesong Lee, Lukas Lee, Shinji Watanabe, Yusuke Kida |
| 2022 | Interspeech | InterAug: Augmenting Noisy Intermediate Predictions for CTC-based ASR. | Yu Nakagome, Tatsuya Komatsu, Yusuke Fujita, Shuta Ichimura, Yusuke Kida |
| 2021 | ASRU | A Comparative Study on Non-Autoregressive Modelings for Speech-to-Text Generation. | Yosuke Higuchi, Nanxin Chen, Yuya Fujita, Hirofumi Inaguma, Tatsuya Komatsu, Jaesong Lee, Jumon Nozaki, Tianzi Wang, Shinji Watanabe |
| 2021 | ICASSP | Disentangled Speaker and Language Representations Using Mutual Information Minimization and Domain Adaptation for Cross-Lingual TTS. | Detai Xin, Tatsuya Komatsu, Shinnosuke Takamichi, Hiroshi Saruwatari |
| 2021 | Interspeech | Acoustic Event Detection with Classifier Chains. | Tatsuya Komatsu, Shinji Watanabe, Koichi Miyazaki, Tomoki Hayashi |
| 2021 | Interspeech | Relaxing the Conditional Independence Assumption of CTC-Based ASR by Conditioning on Intermediate Predictions. | Jumon Nozaki, Tatsuya Komatsu |
| 2020 | ICASSP | Scene-Dependent Acoustic Event Detection with Scene Conditioning and Fake-Scene-Conditioned Loss. | Tatsuya Komatsu, Keisuke Imoto, Masahito Togami |
| 2020 | ICASSP | Consistency-Aware Multi-Channel Speech Enhancement Using Deep Neural Networks. | Yoshiki Masuyama, Masahito Togami, Tatsuya Komatsu |
| 2020 | ICASSP | Weakly-Supervised Sound Event Detection with Self-Attention. | Koichi Miyazaki, Tatsuya Komatsu, Tomoki Hayashi, Shinji Watanabe, Tomoki Toda, Kazuya Takeda |
| 2020 | ICASSP | Unsupervised Training for Deep Speech Source Separation with Kullback-Leibler Divergence Based Probabilistic Loss Function. | Masahito Togami, Yoshiki Masuyama, Tatsuya Komatsu, Yu Nakagome |
| 2019 | ICASSP | Scene-dependent Anomalous Acoustic-event Detection Based on Conditional Wavenet and I-vector. | Tatsuya Komatsu, Tomoki Hayashi, Reishi Kondo, Tomoki Toda, Kazuya Takeda |
| 2019 | ICASSP | Bayesian Non-parametric Multi-source Modelling Based Determined Blind Source Separation. | Chaitanya Narisetty, Tatsuya Komatsu, Reishi Kondo |
| 2019 | Interspeech | Multichannel Loss Function for Supervised Speech Source Separation by Mask-Based Beamforming. | Yoshiki Masuyama, Masahito Togami, Tatsuya Komatsu |
| 2019 | Interspeech | Variational Bayesian Multi-Channel Speech Dereverberation Under Noisy Environments with Probabilistic Convolutive Transfer Function. | Masahito Togami, Tatsuya Komatsu |
| 2017 | ICASSP | Detection of anomaly acoustic scenes based on a temporal dissimilarity model. | Tatsuya Komatsu, Reishi Kondo |
| 2016 | ICASSP | Acoustic event detection based on non-negative matrix factorization with mixtures of local dictionaries and activation aggregation. | Tatsuya Komatsu, Yuzo Senda, Reishi Kondo |
| 2013 | ICASSP | Modeling head-related transfer functions via spatial-temporal Gaussian process. | Tatsuya Komatsu, Takanori Nishino, Gareth W. Peters, Tomoko Matsui, Kazuya Takeda |
| 2013 | ICASSP | Computationally efficient single channel dereverberation based on complementary wiener filter. | Kazunobu Kondo, Yu Takahashi, Tatsuya Komatsu, Takanori Nishino, Kazuya Takeda |