Yuma Koizumi

ToyADMOS: A Dataset of Miniature-Machine Operating Sounds for Anomalous Sound Detection

Yuma Koizumi, Shoichiro Saito, Hisashi Uematsu et al. · 2019 · 175 citations

Computing, Computer Science, Mechanical Engineering +16

Speech Enhancement Using Self-Adaptation and Multi-Head Self-Attention

Yuma Koizumi, Kohei Yatabe, Marc Delcroix et al. · 2020 · 132 citations

Health Professions, Speech-language Pathology, Hearing Aids +11

Complementary Set Variational Autoencoder for Supervised Anomaly Detection

Yuta Kawachi, Yuma Koizumi, Noboru Harada · 2018 · 107 citations

Computing, Computer Science, Industrial Engineering +16

Description and Discussion on DCASE2020 Challenge Task2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring

Yuma Koizumi, Yohei Kawaguchi, Keisuke Imoto et al. · arXiv (Cornell University) · 2020 · 104 citations · Full text

Computing, Mechanical Engineering, Acoustics +9

Optimizing acoustic feature extractor for anomalous sound detection based on Neyman-Pearson lemma

Yuma Koizumi, Shoichiro Saito, Hisashi Uematsu et al. · 2017 · 75 citations

Computing, Data Science, Acoustics +12