Kota Dohi

46 papers A 3Misc 3Journal 28Unranked 12
YearRankTypeTitle / 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
2026 J jnl
Synthetic Data Domain Adaptation for ASR via LLM-based Text and Phonetic Respelling Augmentation.
CoRR
Natsuo Yamashita, Koichi Nagatsuka, Hiroaki Kokubo, Kota Dohi, Tuan Vu Ho
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 — conf
CLaSP: Learning Concepts for Time-Series Signals from Natural Language Supervision.
EUSIPCO
Aoi Ito, Kota Dohi, Yohei Kawaguchi
2025 J jnl
Can VLM Pseudo-Labels Train a Time-Series QA Model That Outperforms the VLM?
CoRR
Takuya Fujimura, Kota Dohi, Natsuo Yamashita, Yohei Kawaguchi
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
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
CLaSP: Learning Concepts for Time-Series Signals from Natural Language Supervision.
CoRR
Aoi Ito, Kota Dohi, Yohei Kawaguchi
2024 — conf
Can We Estimate Purchase Intention Based on Zero-shot Speech Emotion Recognition?
APSIPA
Ryotaro Nagase, Takashi Sumiyoshi, Natsuo Yamashita, Kota Dohi, Yohei Kawaguchi
2024 J jnl
Can We Estimate Purchase Intention Based on Zero-shot Speech Emotion Recognition?
CoRR
Ryotaro Nagase, Takashi Sumiyoshi, Natsuo Yamashita, Kota Dohi, 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 — conf
Distributed Collaborative Anomalous Sound Detection by Embedding Sharing.
EUSIPCO
Kota Dohi, Yohei Kawaguchi
2024 J jnl
Distributed collaborative anomalous sound detection by embedding sharing.
CoRR
Kota Dohi, 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 A conf
Stream-based Active Learning for Anomalous Sound Detection in Machine Condition Monitoring.
INTERSPEECH
Tuan Vu Ho, Kota Dohi, Yohei Kawaguchi
2024 J jnl
Stream-based Active Learning for Anomalous Sound Detection in Machine Condition Monitoring.
CoRR
Tuan Vu Ho, Kota Dohi, Yohei Kawaguchi
2024 Misc conf
Streaming Active Learning for Regression Problems Using Regression via Classification.
ICASSP
Shota Horiguchi, Kota Dohi, Yohei Kawaguchi
2024 J jnl
Timbre Difference Capturing in Anomalous Sound Detection.
CoRR
Tomoya Nishida, Harsh Purohit, Kota Dohi, Takashi Endo, Yohei Kawaguchi
2023 A conf
Anomalous Sound Detection Based on Sound Separation.
INTERSPEECH
Kanta Shimonishi, Kota Dohi, Yohei Kawaguchi
2023 J jnl
Anomalous Sound Detection Based on Sound Separation.
CoRR
Kanta Shimonishi, Kota Dohi, Yohei Kawaguchi
2023 A conf
CAPTDURE: Captioned Sound Dataset of Single Sources.
INTERSPEECH
Yuki Okamoto, Kanta Shimonishi, Keisuke Imoto, Kota Dohi, Shota Horiguchi, Yohei Kawaguchi
2023 J jnl
CAPTDURE: Captioned Sound Dataset of Single Sources.
CoRR
Yuki Okamoto, Kanta Shimonishi, Keisuke Imoto, Kota Dohi, Shota Horiguchi, 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 J jnl
Streaming Active Learning for Regression Problems Using Regression via Classification.
CoRR
Shota Horiguchi, Kota Dohi, 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 — conf
Disentangling physical parameters for anomalous sound detection under domain shifts.
EUSIPCO
Kota Dohi, Takashi Endo, 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
2021 — conf
Description and Discussion on DCASE 2021 Challenge Task 2: Unsupervised Anomalous Detection for Machine Condition Monitoring Under Domain Shifted Conditions.
DCASE
Yohei Kawaguchi, Keisuke Imoto, Yuma Koizumi, Noboru Harada, Daisuke Niizumi, Kota Dohi, Ryo Tanabe, Harsh Purohit, Takashi Endo
2021 J jnl
Description and Discussion on DCASE 2021 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring under Domain Shifted Conditions.
CoRR
Yohei Kawaguchi, Keisuke Imoto, Yuma Koizumi, Noboru Harada, Daisuke Niizumi, Kota Dohi, Ryo Tanabe, Harsh Purohit, Takashi Endo
2021 J jnl
Disentangling Physical Parameters for Anomalous Sound Detection Under Domain Shifts.
CoRR
Kota Dohi, Takashi Endo, Yohei Kawaguchi
2021 Misc conf
Flow-Based Self-Supervised Density Estimation for Anomalous Sound Detection.
ICASSP
Kota Dohi, Takashi Endo, Harsh Purohit, Ryo Tanabe, Yohei Kawaguchi
2021 J jnl
Flow-based Self-supervised Density Estimation for Anomalous Sound Detection.
CoRR
Kota Dohi, Takashi Endo, Harsh Purohit, Ryo Tanabe, Yohei Kawaguchi
2021 J jnl
MIMII DUE: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection with Domain Shifts due to Changes in Operational and Environmental Conditions.
CoRR
Ryo Tanabe, Harsh Purohit, Kota Dohi, Takashi Endo, Yuki Nikaido, Toshiki Nakamura, Yohei Kawaguchi
2021 — conf
MIMII Due: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection with Domain Shifts Due to Changes in Operational and Environmental Conditions.
WASPAA
Ryo Tanabe, Harsh Purohit, Kota Dohi, Takashi Endo, Yuki Nikaido, Toshiki Nakamura, Yohei Kawaguchi