Sensor placement in arbitrarily restricted region for field estimation based on Gaussian process. - Tomoya Nishida; Natsuki Ueno; Shoichi Koyama; Hiroshi Saruwatari (EUSIPCO, 2020)

Mutual-Information-Based Sensor Placement for Spatial Sound Field Recording. - Kentaro Ariga; Tomoya Nishida; Shoichi Koyama; Natsuki Ueno; Hiroshi Saruwatari (ICASSP, 2020)

Anomalous Sound Detection Based on Interpolation Deep Neural Network. - Kaori Suefusa; Tomoya Nishida; Harsh Purohit; Ryo Tanabe; Takashi Endo; Yohei Kawaguchi (ICASSP, 2020)

Fast Semi-Supervised Anomaly Detection of Drivers' Behavior using Online Sequential Extreme Learning Machine. - Hiroki Oikawa; Tomoya Nishida; Ryuichi Sakamoto; Hiroki Matsutani; Masaaki Kondo (ITSC, 2020)

MESHRIR: A Dataset of Room Impulse Responses on Meshed Grid Points for Evaluating Sound Field Analysis and Synthesis Methods. - Shoichi Koyama; Tomoya Nishida; Keisuke Kimura; Takumi Abe; Natsuki Ueno; Jesper Brunnström (WASPAA, 2021)

Description and Discussion on DCASE 2022 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Applying Domain Generalization Techniques. - Kota Dohi; Keisuke Imoto; Noboru Harada; Daisuke Niizumi; Yuma Koizumi; Tomoya Nishida; Harsh Purohit; Ryo Tanabe; Takashi Endo; Masaaki Yamamoto; Yohei Kawaguchi (DCASE, 2022)

MIMII DG: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection for Domain Ggeneralization Task. - Kota Dohi; Tomoya Nishida; Harsh Purohit; Ryo Tanabe; Takashi Endo; Masaaki Yamamoto; Yuki Nikaido; Yohei Kawaguchi (DCASE, 2022)

Anomalous Sound Detection Based on Machine Activity Detection. - Tomoya Nishida; Kota Dohi; Takashi Endo; Masaaki Yamamoto; Yohei Kawaguchi (EUSIPCO, 2022)

MIMII DG: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection for Domain Generalization Task. - Kota Dohi; Tomoya Nishida; Harsh Purohit; Ryo Tanabe; Takashi Endo; Masaaki Yamamoto; Yuki Nikaido; Yohei Kawaguchi (CoRR, 2022)

Description and Discussion on DCASE 2022 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Applying Domain Generalization Techniques. - Kota Dohi; Keisuke Imoto; Noboru Harada; Daisuke Niizumi; Yuma Koizumi; Tomoya Nishida; Harsh Purohit; Takashi Endo; Masaaki Yamamoto; Yohei Kawaguchi (CoRR, 2022)

Region-Restricted Sensor Placement Based on Gaussian Process for Sound Field Estimation. - Tomoya Nishida; Natsuki Ueno; Shoichi Koyama; Hiroshi Saruwatari (IEEE Trans. Signal Process., 2022)

Zero-Shot Domain Adaptation of Anomalous Samples for Semi-Supervised Anomaly Detection. - Tomoya Nishida; Takashi Endo; Yohei Kawaguchi (ICASSP, 2023)

Description and Discussion on DCASE 2023 Challenge Task 2: First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring. - Kota Dohi; Keisuke Imoto; Noboru Harada; Daisuke Niizumi; Yuma Koizumi; Tomoya Nishida; Harsh Purohit; Ryo Tanabe; Takashi Endo; Yohei Kawaguchi (CoRR, 2023)

Description and Discussion on DCASE 2024 Challenge Task 2: First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring. - Tomoya Nishida; Noboru Harada; Daisuke Niizumi; Davide Albertini; Roberto Sannino; Simone Pradolini; Filippo Augusti; Keisuke Imoto; Kota Dohi; Harsh Purohit; Takashi Endo; Yohei Kawaguchi (CoRR, 2024)

MIMII-Gen: Generative Modeling Approach for Simulated Evaluation of Anomalous Sound Detection System. - Harsh Purohit; Tomoya Nishida; Kota Dohi; Takashi Endo; Yohei Kawaguchi (CoRR, 2024)

Timbre Difference Capturing in Anomalous Sound Detection. - Tomoya Nishida; Harsh Purohit; Kota Dohi; Takashi Endo; Yohei Kawaguchi (CoRR, 2024)

Retrieval-Augmented Approach for Unsupervised Anomalous Sound Detection and Captioning without Model Training. - Ryoya Ogura; Tomoya Nishida; Yohei Kawaguchi (CoRR, 2024)

Domain-Independent Automatic Generation of Descriptive Texts for Time-Series Data. - Kota Dohi; Aoi Ito; Harsh Purohit; Tomoya Nishida; Takashi Endo; Yohei Kawaguchi (ICASSP, 2025)

Retrieving Time-Series Differences Using Natural Language Queries. - Kota Dohi; Tomoya Nishida; Harsh Purohit; Takashi Endo; Yohei Kawaguchi (CoRR, 2025)

Description and Discussion on DCASE 2025 Challenge Task 2: First-shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring. - Tomoya Nishida; Noboru Harada; Daisuke Niizumi; Davide Albertini; Roberto Sannino; Simone Pradolini; Filippo Augusti; Keisuke Imoto; Kota Dohi; Harsh Purohit; Takashi Endo; Yohei Kawaguchi (CoRR, 2025)

MIMII-Agent: Leveraging LLMs with Function Calling for Relative Evaluation of Anomalous Sound Detection. - Harsh Purohit; Tomoya Nishida; Kota Dohi; Takashi Endo; Yohei Kawaguchi (CoRR, 2025)