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Yasuda, Masahiro

  1. Description and Discussion on DCASE2020 Challenge Task2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring
    2020/06/10 by Yuma Koizumi, Koizumi, Yuma, Yohei Kawaguchi +19 · 17 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Sound (cs.SD) #Water Systems and Optimization #electronic engineering #information engineering
  2. ToyADMOS2: Another dataset of miniature-machine operating sounds for anomalous sound detection under domain shift conditions
    2021/06/04 by Noboru Harada, Harada, Noboru, Daisuke Niizumi +9 · 8 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #Music and Audio Processing #Water Systems and Optimization #electronic engineering #information engineering
  3. First Order Ambisonics Domain Spatial Augmentation for DNN-based Direction of Arrival Estimation
    2019/10/10 by Luca Mazzon, Yuma Koizumi, Mazzon, Luca +5 · 7 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Gait Recognition and Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sound (cs.SD) #Speech and Audio Processing #Underwater Acoustics Research #electronic engineering #information engineering
  4. First-shot anomaly sound detection for machine condition monitoring: A domain generalization baseline
    2023/03/01 by Noboru Harada, Harada, Noboru, Daisuke Niizumi +7 · 7 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Water Systems and Optimization #electronic engineering #information engineering
  5. Echo-aware Adaptation of Sound Event Localization and Detection in Unknown Environments
    2022/02/18 by Masahiro Yasuda, Yasuda, Masahiro, Yasunori Ohishi +3 · 5 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  6. M2D-CLAP: Masked Modeling Duo Meets CLAP for Learning General-purpose Audio-Language Representation
    2024/06/04 by Daisuke Niizumi, Daiki Takeuchi, Niizumi, Daisuke +11 · 8 citations
    Computer Science · #Music and Audio Processing #Speech Recognition and Synthesis #Natural Language Processing Techniques
  7. Wearable SELD dataset: Dataset for sound event localization and detection using wearable devices around head
    2022/02/17 by Kento Nagatomo, Nagatomo, Kento, Masahiro Yasuda +7 · 4 citations
    Computer Science · Engineering · #Speech and Audio Processing #Music and Audio Processing #Gait Recognition and Analysis
  8. Sound Event Localization based on Sound Intensity Vector Refined By\n DNN-Based Denoising and Source Separation
    2020/02/14 by Masahiro Yasuda, Yasuda, Masahiro, Yuma Koizumi +7 · 3 citations
    Computer Science · Earth and Planetary Sciences · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #Underwater Acoustics Research #electronic engineering #information engineering
  9. Multi-view and Multi-modal Event Detection Utilizing Transformer-based Multi-sensor fusion
    2022/02/18 by Masahiro Yasuda, Yasunori Ohishi, Yasuda, Masahiro +5 · 3 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Fire Detection and Safety Systems #Sound (cs.SD) #Video Surveillance and Tracking Methods #electronic engineering #information engineering
  10. Audio Captioning using Pre-Trained Large-Scale Language Model Guided by Audio-based Similar Caption Retrieval
    2020/12/14 by Yuma Koizumi, Koizumi, Yuma, Yasunori Ohishi +7 · 4 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Natural Language Processing Techniques #Sound (cs.SD) #Video Analysis and Summarization #electronic engineering #information engineering
  11. A Transformer-based Audio Captioning Model with Keyword Estimation
    2020/07/01 by Yuma Koizumi, Koizumi, Yuma, Ryo Masumura +7 · 2 citations
    Computer Science · #Music and Audio Processing #Video Analysis and Summarization #Speech and Audio Processing
  12. Baseline Systems and Evaluation Metrics for Spatial Semantic Segmentation of Sound Scenes
    2025/03/28 by Binh Thien Nguyen, Masahiro Yasuda, Nguyen, Binh Thien +9 · 6 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  13. Description and Discussion on DCASE 2025 Challenge Task 4: Spatial Semantic Segmentation of Sound Scenes
    2025/06/12 by Yasuda, Masahiro, Nguyen, Binh Thien, Harada, Noboru +10 · 5 citations
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  14. Guided Masked Self-Distillation Modeling for Distributed Multimedia Sensor Event Analysis
    2024/04/12 by Masahiro Yasuda, Yasuda, Masahiro, Noboru Harada +9 · 1 citation
    Engineering · Computer Science · #Advanced Chemical Sensor Technologies #Anomaly Detection Techniques and Applications #Energy Efficient Wireless Sensor Networks
  15. 6DoF SELD: Sound Event Localization and Detection Using Microphones and Motion Tracking Sensors on self-motioning human
    2024/03/04 by Masahiro Yasuda, Shoichiro Saito, Yasuda, Masahiro +5 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering