A machine learning repository as it relates to language and NLP
The goal of this repository was to familiarize myself with machine learning concepts, both traditional and deep learning.
For traditional machine learning concepts I trained a language classifier to differentiate English and Japanese phonetic text based on latin character frequency. See the directory text
For deep learning I trained a language classifier to differentiate English and Japanese audio by converting audio segments to mel spectrograms and using a convolutional neural network. See the directory audio