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felixiinohayes/audio-ml-projects

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Repository to keep track of my various ideas using ML to analyse and generate audio.

Some of the things I'm working on:

  • ADSR envelope characteristics detection (attack/decay time)
  • Finding drum samples which are similar to a given sample based on audio characteristics
  • implementing a WaveGAN model in PyTorch to generate drum samples based on sample packs
  • Synth parameter inference using Ableton's Wavetable (trying to predict which parameters were used on wavetable given an audio sample)
  • using Spotify API to recommend lesser-known artists based on purely audio features (as opposed to popularity/whether similar users like them)

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Using ML to analyse and generate audio samples

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