REVIEW ON OVERLAPPING ACOUSTIC EVENT CLASSIFICATION

Chaithanya S P; Haripriya R; Likhitha P; Likhitha P; Preethika J

REVIEW ON OVERLAPPING ACOUSTIC EVENT CLASSIFICATION

April 2019

Vol-5, Issue-2

Paper ID: 10043

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

ELECTRONICS AND COMMUNICATION ENGINEERING

Keywords

Mel-frequency Cepstral Coefficients (MFCCs) support vector machine (SVM) Acoustic event classification (AEC) Acoustic event detection (AED) Non negative matrix factorization (NMF) Hidden markov Module (HMM)

Abstract

It is important to know not only speech and music, which has been researched but also common sound in day to day environment each time sound signal contain a combination of information as a mixture of noise, clean sound and noise like characteristics with flat spectrum have extract audio event from audio signals .In this review have propose an approach Mel-Frequency Cepstral Coefficients (MFCC) feature extraction technique, for the classification process To classifies overlapping sound events, we use a support vector machine (SVM) to feature extraction using the statistics that mainly contains Mel spectra where the most relevant feature frame based classification using SVM is a algorithm that analyses the data for classification and recognition it is a important machine learning technique.

License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author Information

#	Name	Institute / Affiliation
1	Chaithanya S P	Alva's Institute of Engineering and Technology
2	Haripriya R	Alva's Institute of Engineering and Technology
3	Likhitha P	Alva's Institute of Engineering and Technology
4	Likhitha P	Alva's Institute of Engineering and Technology
5	Preethika J	Alva's Institute of Engineering and Technology

How to Cite

Use the following formats to cite this article in your research.

APA Style

P, Chaithanya S, R, Haripriya, P, Likhitha, P, Likhitha, & J, Preethika (2019). REVIEW ON OVERLAPPING ACOUSTIC EVENT CLASSIFICATION. International Journal of Advance Research and Innovative Ideas In Education, 5(2), 2407-2410.

MLA Style

P, Chaithanya S, et al. "REVIEW ON OVERLAPPING ACOUSTIC EVENT CLASSIFICATION." International Journal of Advance Research and Innovative Ideas In Education, vol. 5, no. 2, 2019, pp. 2407-2410.

IEEE Style

Chaithanya S P, Haripriya R, Likhitha P, Likhitha P, and Preethika J, "REVIEW ON OVERLAPPING ACOUSTIC EVENT CLASSIFICATION," International Journal of Advance Research and Innovative Ideas In Education, vol. 5, no. 2, pp. 2407-2410, 2019.

Vancouver Style

P Chaithanya S, R Haripriya, P Likhitha, P Likhitha, J Preethika. REVIEW ON OVERLAPPING ACOUSTIC EVENT CLASSIFICATION. International Journal of Advance Research and Innovative Ideas In Education. 2019;5(2):2407-2410.

Harvard Style

P, Chaithanya S, R, Haripriya, P, Likhitha, P, Likhitha, & J, Preethika (2019) 'REVIEW ON OVERLAPPING ACOUSTIC EVENT CLASSIFICATION', International Journal of Advance Research and Innovative Ideas In Education, 5(2), pp. 2407-2410.

Chicago Style

P, Chaithanya S, et al. "REVIEW ON OVERLAPPING ACOUSTIC EVENT CLASSIFICATION." International Journal of Advance Research and Innovative Ideas In Education 5, no. 2 (2019): 2407-2410.

Turabian Style

P, Chaithanya S, et al. "REVIEW ON OVERLAPPING ACOUSTIC EVENT CLASSIFICATION." International Journal of Advance Research and Innovative Ideas In Education 5, no. 2 (2019): 2407-2410.