Voice recognition using machine learning and central database to enhance security system

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2022.

Bibliografiset tiedot
Päätekijät:	Nur, Mir Md. Taosif, Dola, Sumaiya Sultana, Banik, Apurba Kishore, Akhter, Tanzeem, Hossain, Nafees
Muut tekijät:	Mukta, Jannatun Noor
Aineistotyyppi:	Opinnäyte
Kieli:	English
Julkaistu:	Brac University 2022
Aiheet:	Voice recognition Deep learning Security System Speech recognition Central database Machine learning Computer networks > Security measures
Linkit:	http://hdl.handle.net/10361/17158

id	10361-17158
record_format	dspace
spelling	10361-171582022-09-05T21:01:36Z Voice recognition using machine learning and central database to enhance security system Nur, Mir Md. Taosif Dola, Sumaiya Sultana Banik, Apurba Kishore Akhter, Tanzeem Hossain, Nafees Mukta, Jannatun Noor Department of Computer Science and Engineering, Brac University Voice recognition Deep learning Security System Speech recognition Central database Machine learning Computer networks--Security measures This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2022. Cataloged from PDF version of thesis. Includes bibliographical references (pages 51-53). Voice recognition refers to the purpose of interpreting voice or identifying any individual voice. In modern days of technological advancement voice recognition has been playing an integral part behind many machine learning algorithms. Furthermore, speech recognition, alternatively referred to as voice recognition, can help us immensely in particular scenarios such as in building better access control system and security system. Voice detection and comparison is a challenging problem because the traditional methods of speech recognition are not on par with human capabilities. In modern machine learning methodologies there is a vast potential to overcome barriers of detecting human speech. The voice is a simple medium people use for everyday communication, so it can be used to improve security system by utilizing voice recognition identifying an individual. This article focuses on enhancing security system by deep learning based approach of voice recognition. Moreover, the article further elaborates about using available datasets from a central database which is used for voice detection and comparison. The focal point of this article is to apply the most suitable methodologies of machine learning and deep learning to detect any individual by the prosodic feature of speech from a given central database. Mir Md. Taosif Nur Sumaiya Sultana Dola Apurba Kishore Banik Tanzeem Akhter Nafees Hossain B. Computer Science 2022-09-05T05:02:25Z 2022-09-05T05:02:25Z 2022 2022-01 Thesis ID 18101392 ID 19101674 ID 18101483 ID 18101408 ID 18101106 http://hdl.handle.net/10361/17158 en Brac University theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. 53 pages application/pdf Brac University
institution	Brac University
collection	Institutional Repository
language	English
topic	Voice recognition Deep learning Security System Speech recognition Central database Machine learning Computer networks--Security measures
spellingShingle	Voice recognition Deep learning Security System Speech recognition Central database Machine learning Computer networks--Security measures Nur, Mir Md. Taosif Dola, Sumaiya Sultana Banik, Apurba Kishore Akhter, Tanzeem Hossain, Nafees Voice recognition using machine learning and central database to enhance security system
description	This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2022.
author2	Mukta, Jannatun Noor
author_facet	Mukta, Jannatun Noor Nur, Mir Md. Taosif Dola, Sumaiya Sultana Banik, Apurba Kishore Akhter, Tanzeem Hossain, Nafees
format	Thesis
author	Nur, Mir Md. Taosif Dola, Sumaiya Sultana Banik, Apurba Kishore Akhter, Tanzeem Hossain, Nafees
author_sort	Nur, Mir Md. Taosif
title	Voice recognition using machine learning and central database to enhance security system
title_short	Voice recognition using machine learning and central database to enhance security system
title_full	Voice recognition using machine learning and central database to enhance security system
title_fullStr	Voice recognition using machine learning and central database to enhance security system
title_full_unstemmed	Voice recognition using machine learning and central database to enhance security system
title_sort	voice recognition using machine learning and central database to enhance security system
publisher	Brac University
publishDate	2022
url	http://hdl.handle.net/10361/17158
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_version_	1814308556076220416

Voice recognition using machine learning and central database to enhance security system

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