06/07/19: Need to run within a docker container on a remote server? See here. You can use your trained encoder models from this repo with it. 20/08/19: I'm working on resemblyzer, an independent package for the voice encoder.Given an audio file of speech, it creates a summary vector of 256 values (an embedding, often shortened to 'embed' in this repo) that summarizes the characteristics of the voice spoken. Resemblyzer allows you to derive a high-level representation of a voice through a deep learning model called the voice encoder.