STUDY AND IMPLEMENTATION OF ADVANCED ALGORITHMS FOR SPEECH ENHANCEMENT

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dc.contributor.author	Zhumabayeva, Dilbar
dc.date.accessioned	2024-06-18T12:25:31Z
dc.date.available	2024-06-18T12:25:31Z
dc.date.issued	2024-06-06
dc.identifier.citation	Zhumabayeva, D. (2024). Study and Implementation of Advanced Algorithms for Speech Enhancement. Nazarbayev University School of Engineering and Digital Sciences	en_US
dc.identifier.uri	http://nur.nu.edu.kz/handle/123456789/7896
dc.description.abstract	This report presents a study of speech enhancement algorithms aimed at reducing ambient noise and improving speech quality. The report focuses on traditional methods such as spectral subtraction as well as advanced methods based on adaptive filters. Implementation of these algorithms was done using MATLAB and evaluation was done using objective measures such as Perceptual Speech Quality Score (PESQ) and Short-Term Objective Intelligibility (STOI). The results indicate the effectiveness of these algorithms in improving speech signals.	en_US
dc.language.iso	en	en_US
dc.publisher	Nazarbayev University School of Engineering and Digital Sciences	en_US
dc.rights	Attribution-NonCommercial-NoDerivs 3.0 United States	*
dc.rights.uri	http://creativecommons.org/licenses/by-nc-nd/3.0/us/	*
dc.subject	Speech enhancement	en_US
dc.subject	Type of access: Open Access	en_US
dc.title	STUDY AND IMPLEMENTATION OF ADVANCED ALGORITHMS FOR SPEECH ENHANCEMENT	en_US
dc.type	Capstone Project	en_US
workflow.import.source	science