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

Elmer Arellanos, Luis Dominguez Remigio, Jose Luis Ostos Marquez, Moises Nunez

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Resumen

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.

Idioma originalInglés
Título de la publicación alojadaProceedings of the 2024 IEEE 31st International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2024
EditorialInstitute of Electrical and Electronics Engineers Inc.
ISBN (versión digital)9798350378344
DOI
EstadoPublicada - 2024
Evento31st IEEE International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2024 - Lima, Perú
Duración: 6 nov. 20248 nov. 2024

Serie de la publicación

NombreProceedings of the 2024 IEEE 31st International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2024

Conferencia

Conferencia31st IEEE International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2024
País/TerritorioPerú
CiudadLima
Período6/11/248/11/24

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