DocumentCode
3716857
Title
Interactive interface to optimize sound source localization based on microphone array with coarse-to-fine tuning for humanoids
Author
Osamu Sugiyama;Ryosuke Kojima;Kazuhiro Nakadai
Author_Institution
Graduate School of Information Science and Engineering, Tokyo Institute of Technology, 2-12-1, O-okayama, Meguro-ku, Tokyo, 152-8552, Japan
fYear
2015
Firstpage
825
Lastpage
830
Abstract
This study describes the design and development of an interactive interface to optimize sound source localization (SSL) based on a microphone array with the multi-channel robot audition software program, HARK. Using this interface, users can optimize the parameters of SSL with coarse-to-fine tuning. That is, users can roughly optimize the system (coarse tuning) and subsequently tune parameters in detail (fine tuning). Experimentally, our proposed interface showed better visibility and flexibility in optimizing SSL parameters than the current HARK interface.
Keywords
"Tuning","Optimization","Multiple signal classification","Labeling","Support vector machines","Visualization","Arrays"
Publisher
ieee
Conference_Titel
Humanoid Robots (Humanoids), 2015 IEEE-RAS 15th International Conference on
Type
conf
DOI
10.1109/HUMANOIDS.2015.7363449
Filename
7363449
Link To Document