Kazuyoshi Yoshii (Ph.D.)
Title
Team Leader

Members

  • Team Leader
    Kazuyoshi Yoshii
  • Technical Staff I
    Kouhei Sekiguchi

Introduction

Laboratory's photo

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.

Main Research Field
Computer Science
Research Field
Engineering / Mathematics
Research Subjects
Statistical Audio Signal Processing (Source Separation/Localization, Speech Enhancement)
Bayesian Learning (Hierarchical Bayes, Nonparametric Bayes)
Music Information Processing (Source Separation, Automatic Music Transcription)
Laboratory Website URL
RIKEN Website URL