Title: auDeep: Unsupervised Learning of Representations from Audio with Deep Recurrent Neural Networks,
Abstract: auDeep is a Python toolkit for deep unsupervised representation learning from
acoustic data. It is based on a recurrent sequence to sequence autoencoder
approach which can learn representations of time series data by taking into
account their temporal dynamics. We provide an extensive command line interface
in addition to a Python API for users and developers, both of which are
comprehensively documented and publicly available at
this https URL. Experimental results indicate that auDeep
features are competitive with state-of-the art audio classification.