Please use this identifier to cite or link to this item:
Title: Identification of the English Accent Spoken in Different Countries by the k-Nearest Neighbor Method
Authors: Taşpınar, Yavuz Selim
Köklü, Murat
Altın, Mustafa
Issue Date: 2020
Abstract: Sound is the pressure wave created by an object vibrating with a certain frequency. 3 organs are needed for the formation of voice in humans. These are lungs, vocal cords and mouth. Due to the structure of these organs and the similarity of the person with their current language, they can speak another language with different accent. A language can be spoken in different parts of the same country and in different countries. The second most widely used language in the world is English, has numerous accents around the world. In this study, it is aimed to determine which country the English accent spoken in different regions belongs to. In the dataset used, there are 330 sound samples including English accents spoken in Spain, France, Germany, Italy, England and America. Classification has been made with 12 features obtained by Mel Frequency Cepstrum Coefficients feature extraction method. k-Nearest Neighbor (kNN) were used in the classification and 87.2% success was achieved.
ISSN: 2147-6799
Appears in Collections:Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collections
Teknik Bilimler Meslek Yüksekokulu Koleskiyonu
TR Dizin İndeksli Yayınlar Koleksiyonu / TR Dizin Indexed Publications Collections

Files in This Item:
File SizeFormat 
89049d81-ad33-4344-b72c-e3b7e7840528.pdf222.3 kBAdobe PDFView/Open
Show full item record

CORE Recommender

Page view(s)

checked on Sep 25, 2023


checked on Sep 25, 2023

Google ScholarTM


Items in GCRIS Repository are protected by copyright, with all rights reserved, unless otherwise indicated.