Melody Generator Based On Key

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Online melody generator
  1. Melody Generator Based On Key Crossword
  2. Free Online Melody Generator
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A midi melody generator. This model generator is based on a poetry lstm model generator coded by dvictor. I modified for midi words generator.

Structure of this model

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I used a 2 layer LSTM each with 400 node and 0.6 dropout

Melody Generator Based On Key Crossword

Listen to what I just found in the WolframTones music universe.

some tensorflow pesudo-code like this:

Quick Start

0. get some midi file

Google 'midi download' and get them :-)

1. midi → text string

this will generate a txt sufficed file which looks like this

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2. train your model

put your encoded source file in a specific folder and rename it to input.txt

3. sample some coded melody

Free Online Melody Generator

you will get some tensorflow dump files after the training, use the final one to sample some output

Melody Generator Based On Key Largo

if you'd like to use your own sample seed, you can use '--header' arg

4. text string → midi

then you will get your generated midi file

5. play it!

To-do list (already done)

I'm planning to add the following features in the future

  1. Embedding will be added to make the training memory friendly

  2. Add more co-related midi melodies to enlarge the learning material

  3. Use GPU to speed up the training

Understanding LSTM Networks

This is the best introduction about LSTM networks I found.

Karpathy's raw Readme

this is where my original idea came from..

please follow Karpathy's readme to setup your experiment for training and sampling.