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Karaokey is a vocal remover that automatically separates the vocals and instruments. A deep learning model based on LSTMs has been trained to tackle the source separation. The model learns the particularities of music signals through its temporal structure.
Udacity's Machine Learning Nanodegree Graded Project. Includes a binary classification neural network model for sentiment analysis of movie reviews and scripts to deploy the trained model to a web app using AWS Lambda.