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FPGA Implementation of Keyword Spotting System Using Depthwise Separable Binarized and Ternarized Neural Networks

Keyword spotting (KWS) systems are used for human–machine communications in various applications. In many cases, KWS involves a combination of wake-up-word (WUW) recognition for device activation and voice command classification tasks. These tasks present a challenge for embedded systems due to the...

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Detalles Bibliográficos
Autores principales: Bae, Seongwoo, Kim, Haechan, Lee, Seongjoo, Jung, Yunho
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10303093/
https://www.ncbi.nlm.nih.gov/pubmed/37420866
http://dx.doi.org/10.3390/s23125701