Implementation of active direction-pass filter on dynamically reconfigurable processor

Shunsuke Kurotaki, Noriaki Suzuki, Kazuhiro Nakadai, Hiroshi G. Okuno, Hideharu Amano

研究成果: Conference contribution

7 被引用数 (Scopus)

抄録

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.

本文言語English
ホスト出版物のタイトル2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS
出版社IEEE Computer Society
ページ3175-3180
ページ数6
ISBN(印刷版)0780389123, 9780780389120
DOI
出版ステータスPublished - 2005

出版物シリーズ

名前2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS

ASJC Scopus subject areas

  • 人工知能
  • コンピュータ ビジョンおよびパターン認識
  • 人間とコンピュータの相互作用
  • 制御およびシステム工学

フィンガープリント

「Implementation of active direction-pass filter on dynamically reconfigurable processor」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

引用スタイル