AVA: autoencoded vocal analysis

Welcome to AVA, a python package for inferring latent descriptions of animal vocalizations using variational autoencoders. See our preprint for details:

Goffinet, J., Mooney, R., & Pearson, J. (2019) Inferring low-dimensional latent representations of animal vocalizations, biorXiv, 811661.

You can find the code on github.

Quick Install

$ git clone https://github.com/jackgoffinet/autoencoded-vocal-analysis.git
$ cd autoencoded-vocal-analysis
$ pip install .

Examples

See the examples/ subdirectory on github.

User Guide:

• Install
• Package Overview
• Segmenting
• Preprocessing
• Training
• Data Management
• Plotting and Analysis

Indices and tables

• Index
• Module Index
• Search Page