Directional Sound-Capture System With Acoustic Array Based on FPGA

被引:0
|
作者
Xiang, Weiming [1 ]
Liu, Yu [1 ]
Zhou, Yiwei [1 ]
Wu, Yu [1 ]
机构
[1] Univ Elect Sci & Technol China, Sch Informat & Commun Engn, Chengdu 611731, Peoples R China
关键词
Acoustics; Array signal processing; Acoustic arrays; Field programmable gate arrays; Direction-of-arrival estimation; Signal processing algorithms; Broadband communication; Acoustic array system; audio-visual (A-V); broadband acoustic beamformer; directional sound capture (DSC); field-programmable gate array (FPGA); CONVOLUTIONAL NEURAL-NETWORK; FAULT-DIAGNOSIS; CNN;
D O I
10.1109/TIM.2023.3334344
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The front-end speech enhancement system is regarded as an essential component for maximizing the performances of smart technology for voice interaction in complicated live acoustic scenes. Existing research has had the following limitations: short-distance detection, poor suppression of nonstationary interferers, and inaccurate estimation of the direction of arrival. To tackle these issues, this article proposes a 48-channel acoustic array system for directional sound capture (DSC). This system implements a field-programmable gate array (FPGA)-based acquisition and signal processing algorithm: broadband acoustic beamformer based on audio-visual (A-V). To the authors' knowledge, this is the first time that a DSC system that uses A-V for terminal voice interaction has been implemented by FPGA. Experiments were set up in diverse acoustic scenes to evaluate the system's performance. The results imply that the proposed system can be widely applied to smart scenes in complicated acoustic environments contaminated with intense background noise and competing nonstationary interferers, as well as provide real-time speech recognition and classification.
引用
收藏
页码:1 / 12
页数:12
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