Method for passive acoustic monitoring of bird communities using UMAP and a deep neural network.
Gabriel MoralesVíctor VargasDiego EspejoVíctor PobleteJorge A. TomasevicFelipe OtondoJuan G. NavedoPublished in: Ecol. Informatics (2022)
Keyphrases
- neural network
- experimental evaluation
- preprocessing
- synthetic data
- high precision
- high accuracy
- neural network is trained
- neural nets
- monitoring system
- significant improvement
- support vector
- computational cost
- detection method
- cost function
- segmentation method
- computational complexity
- pattern recognition
- network model
- training algorithm