| 2025 | ICASSP | Domain-Independent Automatic Generation of Descriptive Texts for Time-Series Data. | Kota Dohi, Aoi Ito, Harsh Purohit, Tomoya Nishida, Takashi Endo, Yohei Kawaguchi |
| 2025 | Interspeech | LLM-based Generative Error Correction for Rare Words with Synthetic Data and Phonetic Context. | Natsuo Yamashita, Masaaki Yamamoto, Hiroaki Kokubo, Yohei Kawaguchi |
| 2024 | ICASSP | Streaming Active Learning for Regression Problems Using Regression via Classification. | Shota Horiguchi, Kota Dohi, Yohei Kawaguchi |
| 2024 | Interspeech | Stream-based Active Learning for Anomalous Sound Detection in Machine Condition Monitoring. | Tuan Vu Ho, Kota Dohi, Yohei Kawaguchi |
| 2023 | ICASSP | Zero-Shot Domain Adaptation of Anomalous Samples for Semi-Supervised Anomaly Detection. | Tomoya Nishida, Takashi Endo, Yohei Kawaguchi |
| 2023 | Interspeech | CAPTDURE: Captioned Sound Dataset of Single Sources. | Yuki Okamoto, Kanta Shimonishi, Keisuke Imoto, Kota Dohi, Shota Horiguchi, Yohei Kawaguchi |
| 2023 | Interspeech | Anomalous Sound Detection Based on Sound Separation. | Kanta Shimonishi, Kota Dohi, Yohei Kawaguchi |
| 2022 | ICASSP | Multi-Channel End-To-End Neural Diarization with Distributed Microphones. | Shota Horiguchi, Yuki Takashima, Paola Garca, Shinji Watanabe, Yohei Kawaguchi |
| 2022 | ICASSP | Environmental Sound Extraction Using Onomatopoeic Words. | Yuki Okamoto, Shota Horiguchi, Masaaki Yamamoto, Keisuke Imoto, Yohei Kawaguchi |
| 2022 | Interspeech | Updating Only Encoders Prevents Catastrophic Forgetting of End-to-End ASR Models. | Yuki Takashima, Shota Horiguchi, Shinji Watanabe, Leibny Paola Garca-Perera, Yohei Kawaguchi |
| 2021 | ASRU | Towards Neural Diarization for Unlimited Numbers of Speakers Using Global and Local Attractors. | Shota Horiguchi, Shinji Watanabe, Paola Garca, Yawen Xue, Yuki Takashima, Yohei Kawaguchi |
| 2021 | ICASSP | Flow-Based Self-Supervised Density Estimation for Anomalous Sound Detection. | Kota Dohi, Takashi Endo, Harsh Purohit, Ryo Tanabe, Yohei Kawaguchi |
| 2020 | ICASSP | Anomalous Sound Detection Based on Interpolation Deep Neural Network. | Kaori Suefusa, Tomoya Nishida, Harsh Purohit, Ryo Tanabe, Takashi Endo, Yohei Kawaguchi |
| 2019 | ICASSP | Anomaly Detection Based on an Ensemble of Dereverberation and Anomalous Sound Extraction. | Yohei Kawaguchi, Ryo Tanabe, Takashi Endo, Kenji Ichige, Koichi Hamada |
| 2018 | ICASSP | Independent Low-Rank Matrix Analysis Based on Multivariate Complex Exponential Power Distribution. | Rintaro Ikeshita, Yohei Kawaguchi |
| 2016 | ICASSP | Adaptive Boolean compressive sensing by using multi-armed bandit. | Yohei Kawaguchi, Masahito Togami |
| 2015 | ASRU | Unified ASR system using LGM-based source separation, noise-robust feature extraction, and word hypothesis selection. | Yusuke Fujita, Ryoichi Takashima, Takeshi Homma, Rintaro Ikeshita, Yohei Kawaguchi, Takashi Sumiyoshi, Takashi Endo, Masahito Togami |
| 2014 | ICASSP | Frequency domain acoustic echo reduction based on Kalman smoother with time-varying noise covariance matrix. | Masahito Togami, Yohei Kawaguchi, Ryoichi Takashima |
| 2013 | ICASSP | ICA-based acceleration of probabilistic latent component analysis for mass spectrometry-based explosives detection. | Yohei Kawaguchi, Masahito Togami, Hisashi Nagano, Yuichiro Hashimoto, Masuyuki Sugiyama, Yasuaki Takada |
| 2013 | ICASSP | Noise robust speech dereverberation with Kalman smoother. | Masahito Togami, Yohei Kawaguchi |
| 2012 | ICASSP | Mass spectra separation for explosives detection by using probabilistic latent component analysis. | Yohei Kawaguchi, Masahito Togami, Hisashi Nagano, Yuichiro Hashimoto, Masuyuki Sugiyama, Yasuaki Takada |
| 2012 | ICASSP | Multichannel speech dereverberation and separation with optimized combination of linear and non-linear filtering. | Masahito Togami, Yohei Kawaguchi, Ryu Takeda, Yasunari Obuchi, Nobuo Nukaga |
| 2010 | ICASSP | Head orientation estimation of a speaker by utilizing kurtosis of a DOA histogram with restoration of distance effect. | Masahito Togami, Yohei Kawaguchi |
| 2010 | Interspeech | Turn taking-based conversation detection by using DOA estimation. | Yohei Kawaguchi, Masahito Togami, Yasunari Obuchi |
| 2009 | ICASSP | Subband nonstationary noise reduction based on multichannel spatial prediction under reverberant environments. | Masahito Togami, Yohei Kawaguchi, Yasunari Obuchi |