hexahedria

3 ms·

1. 1.▲
   by hexahedria 11y ago

   Yeah, I simplified it by not using any dynamics in the generation process. I could probably add some version of dynamics using the MIDI velocity, actually, but I haven't done that yet. Also, I generated the mp3 files from MIDI using Ga
2. 2.▲
   by hexahedria 11y ago

   Thanks!
3. 3.▲
   by hexahedria 11y ago

   I trained it for about 24 hours, although there didn't seem to be that much improvement after the first 12 or so. Generating a song with the trained network actually happens almost in real time. I'm tempted to try to make it conti
4. 4.▲
   by hexahedria 11y ago

   I was able to find quite a bit of Bach music, actually, and I used it when I was first experimenting with this idea. At the time, I hadn't added dropout, so the output wasn't as interesting. I'll definitely try retraining the
5. 5.▲
   by hexahedria 11y ago

   I've definitely considered it, but so far I haven't found many single-composer datasets that are large enough to train with. I also think it would be pretty cool to try training it with music from specific musical periods.
6. 6.▲
   Classical music generation with recurrent neural networks(hexahedria.com)

   443 points by hexahedria 11y ago|120 comments