Songbird Data Science Workshop 2018: AVGN video

Posted on Tue 19 March 2019 in birdsong • Tagged with birdsong, machine learning, variational autoencoder, UMAP, GAIA, GAN, unsupervised learning

My presentation at the Songbird Data Science Workshop at Birdsong 2018

Continue reading

Generative Adversarial Interpolative Autoencoding (GAIA)

Posted on Sun 07 October 2018 in Machine Learning • Tagged with tensorflow, gan, adversarial, convex, autoencoder, GAIA

A novel interpolation-based Generative Adversarial Network / Autoencoder written in Tensorflow

Continue reading