nsynth

Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"

A library built for easier audio self-supervised training, downstream tasks evaluation

Pytorch and TensorFlow data loaders for several audio datasets

Implementation of the framework described in the paper Spectrogram Inpainting for Interactive Generation of Instrument Sounds published at the 2020 Joint Conference on AI Music Creativity.

Constant-Q harmonic coefficients (CQHCs), a timbre feature designed for music signals.

Music Instrument Classification using Machine Learning Algorithm

A reimplementation of NSynth in PyTorch.

Sample based concatenative synthesizer for the NSynth dataset. Render any MIDI (.mid) sequence with the notes of NSynth.

Interactive Machine Learning Examples

A Metadata-Informed Autoencoder for Raw Waveforms