A dynamical system as the source of augmentation in a deep learning problem
In this work we build a convolutional neural network capable of identifying individual birds by their songs. Since the actual data available from each individual is very limited, we use a dynamical system capable of synthesizing realistic songs, to generate surrogate-training data. The different syn...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2019-06-01
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| Series: | Chaos, Solitons & Fractals: X |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2590054419300107 |