~/talk

Creating an AI Musician with JavaScript

Talkat JSConf US 2019 · 2019-08-12..08-14· [machine-learning, creative-coding]
links:none on file
slides:none on file

Generates drum patterns in-browser using Magenta and TensorFlow.js plus Tone.js and a pretrained MusicRNN checkpoint, converts note sequences to tensors, and calls continueSequence to synthesize novel beats. A live demo maps microphone applause amplitude to the model temperature (0–2) so louder claps produce higher-entropy, less predictable riffs. Outputs are exported to GarageBand or layered into a full song; demos reliably produce usable drumbeats though the neural step feels like a controllable black box.

AI-written summary · about

  1. 0:00Intro
  2. 0:45Thomas Drach
  3. 1:08Paul Thomas
  4. 7:55Machine Instruments
  5. 18:27Live Demo
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