Bioinspired Auditory Model for Vowel Recognition

被引：1

作者：

Peraza, Viviana Abad ^{[1
]}

Ferrandez Vicente, Jose Manuel ^{[2
]}

Martinez Rams, Ernesto Arturo ^{[1
]}

机构：

[1] Univ Oriente, Fac Ingn Telecomunicac Informat & Biomed FITIB, Dept Telecomunicac, Ave Amer S-N, Santiago De Cuba 90900, Cuba

[2] Univ Politecn Cartagena, Dept Elect Tecnol Comp & Proyectos DETCP, Antiguo Cuartel Antiguones Campus Muralla, Cartagena 30202, Spain

来源：

ELECTRONICS | 2021年 / 10卷 / 18期

关键词：

auditory model; bioinspired auditory model; vowel recognition; neuromorphic computing; cochlear implant; NEURAL-NETWORKS;

D O I：

10.3390/electronics10182304

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In this work, a bioinspired or neuromorphic model to replicate the vowel recognition process for an auditory system is presented. A bioinspired peripheral and central auditory system model is implemented and a neuromorphic higher auditory system model based on artificial neuronal nets for vowel recognition is proposed. For their verification, ten Hispanic Spanish language-speaking adults (five males and five females) were used. With the proposed bioinspired model based on artificial neuronal nets it is possible to recognize with high levels of accuracy and sensibility the vowels phonemes of speech signals and the assessment of cochlear implant stimulation strategies in terms of vowel recognition.

引用

页数：10

共 50 条

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