Learning to detect odontocete whistles from generative samples:

• Other Authors: Shah, Saumil Mehulbhai (author), Roch, Marie A. (Advisor), Liu, Xiaobai (Committee Member), Bailey, Barbara A. (Committee Member), Computer Science
• Format: Thesis
• Language: English
• Published: 2020
• Subjects: Silbido; toothed whale
• Online Access: https://hdl.handle.net/20.500.11929/sdsu:89727

We aim to detect Odontoceti (toothed whale) whistles from synthetic samples by learning the underlying distribution of the delphinid sounds and noise environment present in the real spectrograms. We present an unsupervised / self-supervised learning method that generates synthetic data to augment ex...