Shoichiro Saito

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

Yuma Koizumi, Shoichiro Saito, Hisashi Uematsu et al. · 2019 · 169 citations

Anomaly Detection, Machine Learning, Engineering +18

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

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

Anomaly Detection, Machine Learning, Engineering +18

A Transformer-Based Audio Captioning Model with Keyword Estimation

Yuma Koizumi, Ryo Masumura, Kyosuke Nishida et al. · 2020 · 48 citations

Engineering, Machine Learning, Keyword Estimation +17

SNIPER: Few-shot Learning for Anomaly Detection to Minimize False-negative Rate with Ensured True-positive Rate

Yuma Koizumi, Shin Murata, Noboru Harada et al. · 2019 · 43 citations

Few-shot Learning, Anomaly Detection, Machine Learning +16

Afferent Loop Syndrome

Yasuo Kuwabara, Hiromu Nishitani, Yuji Numaguchi et al. · Journal of Computer Assisted Tomography · 1980 · 40 citations