Title :
Implementation of active direction-pass filter on dynamically reconfigurable processor
Author :
Kurotaki, Shunsuke ; Suzuki, Noriaki ; Nakadai, Kazuhiro ; Okuno, Hiroshi G. ; Amano, Hideharu
Author_Institution :
Graduate Sch. of Sci. & Technol., Keio Univ., Yokohama, Japan
Abstract :
In this paper, we report the design and implementation of a sound source separation system using a dynamically reconfigurable device. A robot in real-world environments should have an ability to treat a mixture of multiple sound signals. Active direction-pass filter (ADPF) which extracts sound from a specific direction by using a pair of microphones has been developed as such a method of sound source separation. The ADPF was used as a front-end for an automatic speech recognition system, and recognition of three simultaneous speech signals has been reported. The ADPF, however, requires a lot of computational power, while the battery capacity and the physical size of the robot are limited. To reduce the power consumption and the size of the system, we adopted the dynamically reconfigurable device, DRP developed by NEC Electronics. We implemented the ADPF on DRP, and investigated the effectiveness of dynamically reconfigurable device for these applications. The preliminary experiment shows that ADPF on DRP separates a mixture of sound sources in real-time with practical accuracy.
Keywords :
active filters; humanoid robots; reconfigurable architectures; speech recognition; active direction-pass filter; automatic speech recognition system; dynamically reconfigurable processor; robots; sound source separation; speech signal recognition; Active filters; Automatic speech recognition; Batteries; Energy consumption; Microphones; National electric code; Physics computing; Robotics and automation; Robots; Source separation; Active Direction-Pass Filter (ADPF); DRP; Dynamically Reconfigurable Device; Robot Audition; Sound Source Separation;
Conference_Titel :
Intelligent Robots and Systems, 2005. (IROS 2005). 2005 IEEE/RSJ International Conference on
Print_ISBN :
0-7803-8912-3
DOI :
10.1109/IROS.2005.1545033