Publication result detail

Audio Event Database Collected for Gunshot Detection in Open Nature (GUDEON)

HRABINA, M.; SIGMUND, M.

Original Title

Audio Event Database Collected for Gunshot Detection in Open Nature (GUDEON)

English Title

Audio Event Database Collected for Gunshot Detection in Open Nature (GUDEON)

Type

WoS Article

Original Abstract

This paper introduces a very specific database of audio events related to hunting wild elephants by poachers in open nature. The database contains gunshots, other sounds to express local audio diversity, and mixtures of these. The relatively small variability of gunshot signals together with the variability of extracted features were statistically evaluated. Gunshot detections were estimated using four basic feature sets separately. The created database is appropriate for developing methods of automatic gunshot detection from continuous audio signals that are suitable for implementation in low power remote monitoring systems.

English abstract

This paper introduces a very specific database of audio events related to hunting wild elephants by poachers in open nature. The database contains gunshots, other sounds to express local audio diversity, and mixtures of these. The relatively small variability of gunshot signals together with the variability of extracted features were statistically evaluated. Gunshot detections were estimated using four basic feature sets separately. The created database is appropriate for developing methods of automatic gunshot detection from continuous audio signals that are suitable for implementation in low power remote monitoring systems.

Keywords

Acoustic database; gunshot recognition; signal processing

Key words in English

Acoustic database; gunshot recognition; signal processing

Authors

HRABINA, M.; SIGMUND, M.

RIV year

2019

Released

31.01.2019

Publisher

Audio Engineering Society

Location

New York

ISBN

1549-4950

Periodical

Journal of the Audio Engineering Society

Volume

67

Number

1-2

State

United States of America

Pages from

54

Pages to

59

Pages count

6

URL

http://www.aes.org/e-lib/browse.cfm?elib=19886

BibTex

@article{BUT155733,
  author="Martin {Hrabina} and Milan {Sigmund}",
  title="Audio Event Database Collected for Gunshot Detection in Open Nature (GUDEON)",
  journal="Journal of the Audio Engineering Society",
  year="2019",
  volume="67",
  number="1-2",
  pages="54--59",
  doi="10.17743/jaes.2018.0075",
  issn="1549-4950",
  url="http://www.aes.org/e-lib/browse.cfm?elib=19886"
}

Documents

JAES-D-18-00039HR