Speech Intelligibility Enhancement for Cochlear Implant using Multi-Objective Deep Denoising Autoencoder

This study introduces a novel technique for enhancing the performance of deep denoising autoencoders (DDAE) in speech processing for cochlear implants (CIs). For individuals with hearing loss, cochlear implants are electronic devices that help to restore their ability to hear. However, the performan...

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Bibliographic Details

Published in:	Annual IEEE India Conference pp. 173 - 178
Main Authors:	Prasanna Vishnu, Barre Uma, Poluboina, Venkateswarlu, B, Sushma, Pulikala, Aparna
Format:	Conference Proceeding
Language:	English
Published:	IEEE 14.12.2023
Subjects:	Acoustics Auditory system Cochlear implant Cochlear implants Deep denoising autoencoder (DDAE) Multi-objective learning Noise measurement Noise reduction Performance evaluation Speech enhancement
ISSN:	2325-9418
Online Access:	Get full text
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