ManuScript Details
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Paper Id:
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IJCIRAS1619
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Title:
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PERFORMANCE ANALYSIS OF CLASSIFICATION ON ENVIRONMENTAL SOUND CLASSIFICATION (ESC_50) DATASET
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| 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
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| Published On: |
7/6/2020 1:38:27 AM (MM/dd/yyyy) |
| PDF Url: |
http://www.ijciras.com/PublishedPaper/IJCIRAS1619.pdf |
Main Author Details
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Name:
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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
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Research Area:
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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
Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.
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IEEE
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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.
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MLA
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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.
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APA
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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.
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PERFORMANCE ANALYSIS OF CLASSIFICATION ON ENVIRONMENTAL SOUND CLASSIFICATION (ESC_50) DATASET
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