TY - GEN
T1 - Intelligent sampling for colombian soundscapes using an artificial neural network
AU - Quiroz, Luis
AU - Gómez, Jairo
AU - Agudelo, Oscar
AU - Tobón, Luis
N1 - Publisher Copyright:
© 2017, Springer International Publishing AG.
PY - 2017
Y1 - 2017
N2 - Information extracted from environmental sounds has been of great importance to the analysis of ecological complexity in natural ecosystems. However, the study of these sounds does not have a universal protocol for the sampling and reduction of large quantities of data that it produces. This paper proposes to use a neural network to optimize the sampling of soundscapes of three Colombian ecosystems. The neural network is trained to identify meaningful temporal windows for audio recording from previously gathered data. This method simplifies the acoustic complexity analysis.
AB - Information extracted from environmental sounds has been of great importance to the analysis of ecological complexity in natural ecosystems. However, the study of these sounds does not have a universal protocol for the sampling and reduction of large quantities of data that it produces. This paper proposes to use a neural network to optimize the sampling of soundscapes of three Colombian ecosystems. The neural network is trained to identify meaningful temporal windows for audio recording from previously gathered data. This method simplifies the acoustic complexity analysis.
KW - Artificial neural network
KW - Bioacoustics monitoring
KW - Environmental monitoring
KW - Intelligent sampling
KW - Soundscape ecology
UR - http://www.scopus.com/inward/record.url?scp=85030027724&partnerID=8YFLogxK
U2 - 10.1007/978-3-319-66963-2_17
DO - 10.1007/978-3-319-66963-2_17
M3 - Conference contribution
AN - SCOPUS:85030027724
SN - 9783319669625
T3 - Communications in Computer and Information Science
SP - 179
EP - 188
BT - Applied Computer Sciences in Engineering - 4th Workshop on Engineering Applications, WEA 2017, Proceedings
A2 - Figueroa-Garcia, Juan Carlos
A2 - Lopez-Santana, Eduyn Ramiro
A2 - Ferro-Escobar, Roberto
A2 - Villa-Ramirez, Jose Luis
PB - Springer Verlag
T2 - 4th Workshop on Engineering Applications, WEA 2017
Y2 - 27 September 2017 through 29 September 2017
ER -