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

Dataloaders ⭐ 76

Pytorch and TensorFlow data loaders for several audio datasets

Audiossl ⭐ 50

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

Interactive Spectrogram Inpainting ⭐ 31

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.

Cqhc Python ⭐ 22

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

Nsynth Midi Renderer ⭐ 9

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

Music_instrument_classification ⭐ 8

Music Instrument Classification using Machine Learning Algorithm

Nsynth Pytorch ⭐ 6

A reimplementation of NSynth in PyTorch.

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Python Nsynth (5)

Pytorch Nsynth (3)

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