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 :
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