Noise control of audio recognition equipment for multimedia system

Noise control is one of the most critical technical indicators to improve the performance of intelligent audio recognition system. Based on the noise cancellation technology, a distributed low noise amplification circuit design was proposed, and the PE15-0P technology was applied to realize broadband low noise amplification. The amplifier circuit used diodes and resistors for voltage division, which effectively achieved bias saturation at the transistor and then diode structure. According to the design of low noise amplifier, the noise output characteristics were simulated and analyzed. An audio enhancement method based on noise type recognition was proposed, which can optimize noise estimation by selecting parameter combinations according to noise type, so as to improve the quality and intelligibility of noise frequency signals in various noise environments. From the aspects of hardware and algorithm design, the noise signal was comprehensively reduced, and the accuracy of audio recognition was significantly improved.

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Publication Details

Journal
Vibroengineering PROCEDIA
Published
2024-09-27
DOI
https://doi.org/10.21595/vp.2024.24227
Primary Topic
IoT-based Smart Home Systems
Type
article
Field-Weighted Citation Impact
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article

Noise control of audio recognition equipment for multimedia system

Qianru Li, Jinkun Liu, Yu Sun
Vibroengineering PROCEDIA
IoT-based Smart Home Systems
article

Noise control of audio recognition equipment for multimedia system

Qianru Li, Jinkun Liu, Yu Sun
article en

Abstract

Noise control is one of the most critical technical indicators to improve the performance of intelligent audio recognition system. Based on the noise cancellation technology, a distributed low noise amplification circuit design was proposed, and the PE15-0P technology was applied to realize broadband low noise amplification. The amplifier circuit used diodes and resistors for voltage division, which effectively achieved bias saturation at the transistor and then diode structure. According to the design of low noise amplifier, the noise output characteristics were simulated and analyzed. An audio enhancement method based on noise type recognition was proposed, which can optimize noise estimation by selecting parameter combinations according to noise type, so as to improve the quality and intelligibility of noise frequency signals in various noise environments. From the aspects of hardware and algorithm design, the noise signal was comprehensively reduced, and the accuracy of audio recognition was significantly improved.

Vibroengineering PROCEDIAVol. 55
Yantai Automobile Engineering Professional College (CN)
Openalex Percentile: Top 86%
IoT-based Smart Home Systems
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Noise control of audio recognition equipment for multimedia system — Qianru Li, Jinkun Liu, et al. · Vibroengineering PROCEDIA (2024) | TGRS Research Map | TGRS