NohanJoemon / Music-generation-using-LSTM

Development and deployment of a deep learning model for generating music

Home Page:https://music-generation-lstm.herokuapp.com/

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Music Generation using LSTM

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Music is an art and a universal language. It is a collection of notes of different frequencies. In this project, I have tried to develop a deep learning model that generates music on its own. The model was trained using a set of 65 tunes(in ABC notation) taken from the Nottingham Music Database. I have taken some parts of the model development code from here. The preprocessing step consisted of removing the metadata and extracting inputs and outputs from the database. I have used a series of LSTM layers along with Dropout.

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Development and deployment of a deep learning model for generating music

https://music-generation-lstm.herokuapp.com/


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