Tomoya Nishida

34 papers Misc 4Journal 20Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	LaSTR: Language-Driven Time-Series Segment Retrieval. CoRR Kota Dohi, Harsh Purohit, Tomoya Nishida, Takashi Endo, Yusuke Ohtsubo, Koichiro Yawata, Koki Takeshita, Tatsuya Sasaki, Yohei Kawaguchi
2025	J	`jnl`	Automatic Inspection Based on Switch Sounds of Electric Point Machines. CoRR Ayano Shibata, Toshiki Gunji, Mitsuaki Tsuda, Takashi Endo, Kota Dohi, Tomoya Nishida, Satoko Nomoto
2025	J	`jnl`	Description and Discussion on DCASE 2025 Challenge Task 2: First-shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring. CoRR Tomoya Nishida, Noboru Harada, Daisuke Niizumi, Davide Albertini, Roberto Sannino, Simone Pradolini, Filippo Augusti, Keisuke Imoto, Kota Dohi, Harsh Purohit, Takashi Endo, Yohei Kawaguchi
2025	J	`jnl`	DiffNator: Generating Structured Explanations of Time-Series Differences. CoRR Kota Dohi, Tomoya Nishida, Harsh Purohit, Takashi Endo, Yohei Kawaguchi
2025	Misc	`conf`	Domain-Independent Automatic Generation of Descriptive Texts for Time-Series Data. ICASSP Kota Dohi, Aoi Ito, Harsh Purohit, Tomoya Nishida, Takashi Endo, Yohei Kawaguchi
2025	J	`jnl`	MIMII-Agent: Leveraging LLMs with Function Calling for Relative Evaluation of Anomalous Sound Detection. CoRR Harsh Purohit, Tomoya Nishida, Kota Dohi, Takashi Endo, Yohei Kawaguchi
2025	—	`conf`	Mimii-Gen: Generative Modeling Approach for Simulated Evaluation of Anomalous Sound Detection System. EUSIPCO Harsh Purohit, Tomoya Nishida, Kota Dohi, Takashi Endo, Yohei Kawaguchi
2025	J	`jnl`	Retaining Mixture Representations for Domain Generalized Anomalous Sound Detection. CoRR Phurich Saengthong, Tomoya Nishida, Kota Dohi, Natsuo Yamashita, Yohei Kawaguchi
2025	—	`conf`	Retrieval-Augmented Difference Captioning to Explain Unsupervised Anomalous Sound Detection. APSIPA Ryoya Ogura, Tomoya Nishida, Yohei Kawaguchi
2025	—	`conf`	Retrieving Time-Series Differences Using Natural Language Queries. EUSIPCO Kota Dohi, Tomoya Nishida, Harsh Purohit, Takashi Endo, Yohei Kawaguchi
2025	J	`jnl`	Retrieving Time-Series Differences Using Natural Language Queries. CoRR Kota Dohi, Tomoya Nishida, Harsh Purohit, Takashi Endo, Yohei Kawaguchi
2025	—	`conf`	Timbre-Based Anomaly Explanation Without Anomalous Training Data. EUSIPCO Tomoya Nishida, Harsh Purohit, Kota Dohi, Takashi Endo, Yohei Kawaguchi
2024	J	`jnl`	Description and Discussion on DCASE 2024 Challenge Task 2: First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring. CoRR Tomoya Nishida, Noboru Harada, Daisuke Niizumi, Davide Albertini, Roberto Sannino, Simone Pradolini, Filippo Augusti, Keisuke Imoto, Kota Dohi, Harsh Purohit, Takashi Endo, Yohei Kawaguchi
2024	J	`jnl`	Domain-Independent Automatic Generation of Descriptive Texts for Time-Series Data. CoRR Kota Dohi, Aoi Ito, Harsh Purohit, Tomoya Nishida, Takashi Endo, Yohei Kawaguchi
2024	J	`jnl`	MIMII-Gen: Generative Modeling Approach for Simulated Evaluation of Anomalous Sound Detection System. CoRR Harsh Purohit, Tomoya Nishida, Kota Dohi, Takashi Endo, Yohei Kawaguchi
2024	J	`jnl`	Retrieval-Augmented Approach for Unsupervised Anomalous Sound Detection and Captioning without Model Training. CoRR Ryoya Ogura, Tomoya Nishida, Yohei Kawaguchi
2024	J	`jnl`	Timbre Difference Capturing in Anomalous Sound Detection. CoRR Tomoya Nishida, Harsh Purohit, Kota Dohi, Takashi Endo, Yohei Kawaguchi
2023	J	`jnl`	Description and Discussion on DCASE 2023 Challenge Task 2: First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring. CoRR Kota Dohi, Keisuke Imoto, Noboru Harada, Daisuke Niizumi, Yuma Koizumi, Tomoya Nishida, Harsh Purohit, Ryo Tanabe, Takashi Endo, Yohei Kawaguchi
2023	Misc	`conf`	Zero-Shot Domain Adaptation of Anomalous Samples for Semi-Supervised Anomaly Detection. ICASSP Tomoya Nishida, Takashi Endo, Yohei Kawaguchi
2023	J	`jnl`	Zero-shot domain adaptation of anomalous samples for semi-supervised anomaly detection. CoRR Tomoya Nishida, Takashi Endo, Yohei Kawaguchi
2022	—	`conf`	Anomalous Sound Detection Based on Machine Activity Detection. EUSIPCO Tomoya Nishida, Kota Dohi, Takashi Endo, Masaaki Yamamoto, Yohei Kawaguchi
2022	J	`jnl`	Anomalous Sound Detection Based on Machine Activity Detection. CoRR Tomoya Nishida, Kota Dohi, Takashi Endo, Masaaki Yamamoto, Yohei Kawaguchi
2022	—	`conf`	Description and Discussion on DCASE 2022 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Applying Domain Generalization Techniques. DCASE Kota Dohi, Keisuke Imoto, Noboru Harada, Daisuke Niizumi, Yuma Koizumi, Tomoya Nishida, Harsh Purohit, Ryo Tanabe, Takashi Endo, Masaaki Yamamoto, Yohei Kawaguchi
2022	J	`jnl`	Description and Discussion on DCASE 2022 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Applying Domain Generalization Techniques. CoRR Kota Dohi, Keisuke Imoto, Noboru Harada, Daisuke Niizumi, Yuma Koizumi, Tomoya Nishida, Harsh Purohit, Takashi Endo, Masaaki Yamamoto, Yohei Kawaguchi
2022	J	`jnl`	MIMII DG: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection for Domain Generalization Task. CoRR Kota Dohi, Tomoya Nishida, Harsh Purohit, Ryo Tanabe, Takashi Endo, Masaaki Yamamoto, Yuki Nikaido, Yohei Kawaguchi
2022	—	`conf`	MIMII DG: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection for Domain Ggeneralization Task. DCASE Kota Dohi, Tomoya Nishida, Harsh Purohit, Ryo Tanabe, Takashi Endo, Masaaki Yamamoto, Yuki Nikaido, Yohei Kawaguchi
2022	J	`jnl`	Region-Restricted Sensor Placement Based on Gaussian Process for Sound Field Estimation. IEEE Trans. Signal Process. Tomoya Nishida, Natsuki Ueno, Shoichi Koyama, Hiroshi Saruwatari
2021	—	`conf`	MESHRIR: A Dataset of Room Impulse Responses on Meshed Grid Points for Evaluating Sound Field Analysis and Synthesis Methods. WASPAA Shoichi Koyama, Tomoya Nishida, Keisuke Kimura, Takumi Abe, Natsuki Ueno, Jesper Brunnström
2021	J	`jnl`	MeshRIR: A Dataset of Room Impulse Responses on Meshed Grid Points For Evaluating Sound Field Analysis and Synthesis Methods. CoRR Shoichi Koyama, Tomoya Nishida, Keisuke Kimura, Takumi Abe, Natsuki Ueno, Jesper Brunnström
2020	Misc	`conf`	Anomalous Sound Detection Based on Interpolation Deep Neural Network. ICASSP Kaori Suefusa, Tomoya Nishida, Harsh Purohit, Ryo Tanabe, Takashi Endo, Yohei Kawaguchi
2020	J	`jnl`	Anomalous sound detection based on interpolation deep neural network. CoRR Kaori Suefusa, Tomoya Nishida, Harsh Purohit, Ryo Tanabe, Takashi Endo, Yohei Kawaguchi
2020	—	`conf`	Fast Semi-Supervised Anomaly Detection of Drivers' Behavior using Online Sequential Extreme Learning Machine. ITSC Hiroki Oikawa, Tomoya Nishida, Ryuichi Sakamoto, Hiroki Matsutani, Masaaki Kondo
2020	Misc	`conf`	Mutual-Information-Based Sensor Placement for Spatial Sound Field Recording. ICASSP Kentaro Ariga, Tomoya Nishida, Shoichi Koyama, Natsuki Ueno, Hiroshi Saruwatari
2020	—	`conf`	Sensor placement in arbitrarily restricted region for field estimation based on Gaussian process. EUSIPCO Tomoya Nishida, Natsuki Ueno, Shoichi Koyama, Hiroshi Saruwatari