Team leaderKazuyoshi Yoshii
Postdoctoral researcherMathieu Francois Gustave Fontaine
Postdoctoral researcherAditya Arie Nugraha
Technical Staff IKouhei Sekiguchi
Visiting scientistYoshiaki Bando
The Sound Scene Understanding team is developing analysis techniques for various kinds of audio signals including speech, music, and environmental sounds. Our approach is to formulate physically- or theoretically-reasonable probabilistic generative models that reflect the characteristics of target signals and solve the inverse problem. We tackle real-world problems by integrating Bayesian learning with deep learning.
Bayesian Learning (Hierarchical Bayes, Nonparametric Bayes)
Music Information Processing (Source Separation, Automatic Music Transcription)