Spectrograms of baleen whale records synthesized from Autoenconder architectures: CAE, VAE and CAE-LSTM

• Published in: Elektron
• Main Authors: María Celeste Cabedio, Marco Carnaghi
• Format: Article in Journal/Newspaper
• Language: English; Spanish; Portuguese
• Published: Universidad de Buenos Aires 2022
• Subjects: autoencoders convolucionales; capas recursivas; espectrogramas; sonidos subcuáticos; síntesis; Electrical engineering. Electronics. Nuclear engineering; TK1-9971; Computer engineering. Computer hardware; TK7885-7895; Vae; baleen whale; baleen whales
• Online Access: https://doi.org/10.37537/rev.elektron.6.2.167.2022; https://doaj.org/article/411901d32928472fb4a4ee344cbbe2d6

In this paper, different architectures of simple convolutional networks are analyzed to generate synthetic spectrograms corresponding to baleen whales. Simplicity in these models plays an important role in the implementations of these type of networks on embedded systems. In addition, the scarcity o...