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Music-Styles

Technology

• Labrosa http://labrosa.ee.columbia.edu/
  • http://labrosa.ee.columbia.edu/millionsong/
  • librosa https://github.com/librosa/librosa
• The Lakh MIDI Dataset v0.1 http://colinraffel.com/projects/lmd/

Pointers

• music signal processing materials (including lecture videos): https://www.ee.columbia.edu/~dpwe/e4896/
• For current research, reviewing the papers from ISMIR 2016 is a good review of the state of the art: https://wp.nyu.edu/ismir2016/event/program/#detailedprogram
• I'm excited about the MusicNet work from NIPS: https://homes.cs.washington.edu/~thickstn/musicnet.html
• Google Deepmind:
  • WaveNet: a Generative Model for Raw Audio https://drive.google.com/file/d/0B3cxcnOkPx9AeWpLVXhkTDJINDQ/view?pageId=113639401622093326042
  • Deepmind Blog on that above: https://deepmind.com/blog/wavenet-generative-model-raw-audio/
  • Two minute: https://www.youtube.com/watch?v=CqFIVCD1WWo
• https://github.com/rupeshs/neuralsongstyle
• https://github.com/DmitryUlyanov/neural-style-audio-tf
• Reddit/Blogs:
  • https://www.reddit.com/r/machinelearning/
  • https://www.reddit.com/r/deeplearning/
  • https://www.reddit.com/r/MachineLearning/comments/51sr9t/deepmind_wavenet_a_generative_model_for_raw_audio/
  • http://stackoverflow.com/questions/22030235/looking-for-training-data-for-music-accompaniment

Conferences / Tutorials

• https://ismir2017.smcnus.org/ Abstract submission deadline: April 21, 2017
• http://dorienherremans.com/dlm2017/ Paper Submission Deadline: February 28th

Miscellaneous

• https://homes.cs.washington.edu/~thickstn/musicnet.html