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Manuscript Details - IJCIRAS1619

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Paper Id: IJCIRAS1619
Title: PERFORMANCE ANALYSIS OF CLASSIFICATION ON ENVIRONMENTAL SOUND CLASSIFICATION (ESC_50) DATASET
Published in: International Journal Of Creative and Innovative Research In All Studies
Publisher: IJCIRAS
ISSN: 2581-5334
Volume / Issue: Volume 3 Issue 1
Pages: 5
Published On: 7/6/2020 1:38:27 AM      (MM/dd/yyyy)
PDF Url: http://www.ijciras.com/PublishedPaper/IJCIRAS1619.pdf
Main Author Details
Name: Mie Mie Oo
Institute: University of Computer Studies, Kyaing Tong
Co - Author Details
Author Name Author Institute
Lwin Lwin Oo University of Computer Studies, Mandalay, 095, Myanmar
Abstract
Research Area: Computer Engineering
KeyWord: audio, ESC, classification, features
Abstract: The classification of audio dataset is intended to distinguish between the different source of audio such as indoor, outdoor and environmental sounds. The environmental sound classification (ESC-50) dataset is composed with a labeled set of 2000 environmental recordings. The spectral centroid method is applied to extract audio features from ESC-50 dataset with waveform audio file (WAV) format. The decision tree is easy to implement and fast for fitting and prediction therefore this proposed system is utilized the coarse tree and medium tree as a classifier. Then fivefold cross-validation is also applied to evaluate the performance of classifier. The proposed system is implemented by using Matlab programming.
Citations
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IEEE
Mie Mie Oo, Lwin Lwin Oo, "PERFORMANCE ANALYSIS OF CLASSIFICATION ON ENVIRONMENTAL SOUND CLASSIFICATION (ESC_50) DATASET", International Journal Of Creative and Innovative Research In All Studies, vol. 3, no. 1, pp. 115-119, 2020.
MLA Mie Mie Oo, Lwin Lwin Oo "PERFORMANCE ANALYSIS OF CLASSIFICATION ON ENVIRONMENTAL SOUND CLASSIFICATION (ESC_50) DATASET." International Journal Of Creative and Innovative Research In All Studies, vol 3, no. 1, 2020, pp. 115-119.
APA Mie Mie Oo, Lwin Lwin Oo (2020). PERFORMANCE ANALYSIS OF CLASSIFICATION ON ENVIRONMENTAL SOUND CLASSIFICATION (ESC_50) DATASET. International Journal Of Creative and Innovative Research In All Studies, 3(1), 115-119.
PERFORMANCE ANALYSIS OF CLASSIFICATION ON ENVIRONMENTAL SOUND CLASSIFICATION (ESC_50) DATASET
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