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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Veröffentlicht in:	Annual IEEE India Conference S. 173 - 178
Hauptverfasser:	Prasanna Vishnu, Barre Uma, Poluboina, Venkateswarlu, B, Sushma, Pulikala, Aparna
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 14.12.2023
Schlagworte:	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-Zugang:	Volltext
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