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Lyrics Generator with Keras

This repo contains a simle Lyrics generator. We create an LSTM model with Keras and train it with some existing lyrics to produce a new song. It is the source code for this tutorial (GR)

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Installation

Requirements

Run

Run in root folder,

docker-compose build && docker-compose up -d

Login to the container,

docker exec -it ai /bin/bash -c "TERM=$TERM exec bash"

Run

python main.py

Some things to consider

This is used as a starting point for machine learning projects. For this reason, Keras and some other libraries come pre-installed. You may remove them at your own discretion.

The model is trained with a handful of lyrics to avoid copyright infringement stuff. You may improve the accuracy by adding more lyrics.

Maintainer

Thanos Nokas

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Lyrics generator with LSTM

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