About Me
Kazuyoshi Yoshii
National Institute of Advanced Industrial Science and Technology (AIST)
Information Technology Research Institute
Media Interaction Resarch Group
- 2003-2005: Master course, Department of Intelligence Science and Technology, Graduate School of Informatics, Kyoto University
(Okuno Lab)
- 2005-2008: Ph.D course, Department of Intelligence Science and Technology, Graduate School of Informatics, Kyoto University
(Okuno Lab)
- 2005-2008: JSPS Research Fellowship for Young Scientists (DC1)
- 2008-: MI, ITRI, AIST
- A member of IPSJ, IEICE, and IEE
- Interest: Music information processing
(machine learning, signal processing, music interfaces, music robots)
- Ph.D (Informatics)
Research Topics
- Bayesian Nonparametrics
- Multipitch analysis: infinite latent harmonic allocation (iLHA)
- Chord progression analysis: vocabulary-free infinity-gram model
- Music Recommender System
- A hybrid music recommender based on user ratings and acoustic features
- Incremental training methods for improving efficiency and scalability
- Smoothing methods for improving generalization capability
- Drum sound recognition
- Active music listening interfaces
- Music Applications
- Music robots
Publications
Author : Kazuyoshi Yoshii (AIST)
mail to k.yoshii(at)aist.go.jp