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Audio Pre-Processing and Beamforming Implementation on Embedded Systems.

Authors :
Wang, Jian-Hong
Le, Phuong Thi
Kuo, Shih-Jung
Tai, Tzu-Chiang
Li, Kuo-Chen
Chen, Shih-Lun
Wang, Ze-Yu
Pham, Tuan
Li, Yung-Hui
Wang, Jia-Ching
Source :
Electronics (2079-9292); Jul2024, Vol. 13 Issue 14, p2784, 19p
Publication Year :
2024

Abstract

Since the invention of the microphone by Barina in 1876, there have been numerous applications of audio processing, such as phonographs, broadcasting stations, and public address systems, which merely capture and amplify sound and play it back. Nowadays, audio processing involves analysis and noise-filtering techniques. There are various methods for noise filtering, each employing unique algorithms, but they all require two or more microphones for signal processing and analysis. For instance, on mobile phones, two microphones located in different positions are utilized for active noise cancellation (one for primary audio capture and the other for capturing ambient noise). However, a drawback is that when the sound source is distant, it may lead to poor audio capture. To capture sound from distant sources, alternative methods, like blind signal separation and beamforming, are necessary. This paper proposes employing a beamforming algorithm with two microphones to enhance speech and implementing this algorithm on an embedded system. However, prior to beamforming, it is imperative to accurately detect the direction of the sound source to process and analyze the audio from that direction. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
20799292
Volume :
13
Issue :
14
Database :
Complementary Index
Journal :
Electronics (2079-9292)
Publication Type :
Academic Journal
Accession number :
178691705
Full Text :
https://doi.org/10.3390/electronics13142784