Voice Recognition Acquisition and Storage System using VHDL and the DE1-SoC FPGA

This paper presents the design of a voice acqui-sition and recognition system in VHDL, mainly optimized for FPGA DE1-SoC. The system implements advanced digital signal processing techniques combined with classification through the K-Nearest Neighbors (KNN) algorithm. The system operates at a 320 kHz sampling rate, with a latency of 10 ns and power consumption of 1.2 W. The design enhances precision and noise rejection through the use of Hamming windows and integer-based processing. Future improvements will focus on the implementation of neural networks to replace the KNN algorithm and further increase system accuracy.

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Publication Details

Published
2024-11-06
DOI
https://doi.org/10.1109/intercon63140.2024.10833462
Primary Topic
Embedded Systems and FPGA Design
Type
article
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article

Voice Recognition Acquisition and Storage System using VHDL and the DE1-SoC FPGA

Elmer Arellanos, Jose Luis Ostos Márquez, Moises Nuñez, Luis Dominguez Remigio
Embedded Systems and FPGA Design
article

Voice Recognition Acquisition and Storage System using VHDL and the DE1-SoC FPGA

Elmer Arellanos, Jose Luis Ostos Márquez, Moises Nuñez, Luis Dominguez Remigio
article en

Abstract

This paper presents the design of a voice acqui-sition and recognition system in VHDL, mainly optimized for FPGA DE1-SoC. The system implements advanced digital signal processing techniques combined with classification through the K-Nearest Neighbors (KNN) algorithm. The system operates at a 320 kHz sampling rate, with a latency of 10 ns and power consumption of 1.2 W. The design enhances precision and noise rejection through the use of Hamming windows and integer-based processing. Future improvements will focus on the implementation of neural networks to replace the KNN algorithm and further increase system accuracy.

Universidad de Ingeniería y Tecnología (PE), Universidad Tecnológica del Perú (PE)
Affordable and clean energy
Openalex Percentile: Top 69%
Embedded Systems and FPGA Design
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