TY - GEN
T1 - Implementation of active direction-pass filter on dynamically reconfigurable processor
AU - Kurotaki, Shunsuke
AU - Suzuki, Noriaki
AU - Nakadai, Kazuhiro
AU - Okuno, Hiroshi G.
AU - Amano, Hideharu
PY - 2005
Y1 - 2005
N2 - 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.
AB - 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.
KW - Active Direction-Pass Filter (ADPF)
KW - Drp
KW - Dynamically reconfigurable device
KW - Robot audition
KW - Sound source separation
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U2 - 10.1109/IROS.2005.1545033
DO - 10.1109/IROS.2005.1545033
M3 - Conference contribution
AN - SCOPUS:79957985104
SN - 0780389123
SN - 9780780389120
T3 - 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS
SP - 3175
EP - 3180
BT - 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS
PB - IEEE Computer Society
ER -