• Stars
    star
    11
  • Rank 1,688,732 (Top 34 %)
  • Language
    Python
  • License
    MIT License
  • Created over 4 years ago
  • Updated about 4 years ago

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Lottery ticket hypothesis for deep generative models

More Repositories

1

RAVE

Official implementation of the RAVE model: a Realtime Audio Variational autoEncoder
Python
1,283
star
2

diffusion_models

A series of tutorial notebooks on denoising diffusion probabilistic models in PyTorch
Jupyter Notebook
607
star
3

ddsp_pytorch

Implementation of Differentiable Digital Signal Processing (DDSP) in Pytorch
C
434
star
4

nn_tilde

Max
310
star
5

creative_ml

Creative Machine Learning course and notebook tutorials in JAX, PyTorch and Numpy
Jupyter Notebook
206
star
6

rave_vst

C++
186
star
7

pytorch_flows

Implementation and tutorials of normalizing flows with the novel distributions module
Jupyter Notebook
158
star
8

flow_synthesizer

Universal audio synthesizer control learning with normalizing flows
Max
132
star
9

neurorack

Python
108
star
10

variational-timbre

Generative timbre spaces by perceptually regularizing variational auto-encoders
Python
56
star
11

vschaos2

vintage neural synthesis with spectral auto-encoders
Python
48
star
12

cached_conv

Python
44
star
13

wavae

Realtime Variational Autoencoder built on top of libtorch and PureData
Python
36
star
14

timbre_exploration

Additional materials for "TIMBRE LATENT SPACE: EXPLORATION AND CREATIVE ASPECTS"
SCSS
20
star
15

lottery_mir

Ultra-light MIR models with a structured lottery ticket hypothesis approach
Python
13
star
16

Expressive_WAE_FADER

companion repository to the DAFx-19 paper "Assisted Sound Sample Generation with Musical Conditioning in Adversarial Auto-Encoders" by Adrien Bitton, Philippe Esling et al.
9
star
17

Timbre_MoVE

Modulated Variational Auto-Encoders for Many-to-Many Musical Timbre Transfer
8
star
18

cml

Library for the Creative Machine Learning course
Python
6
star
19

projective_orchestration

Automatic projective orchestration using neural networks.
Python
5
star
20

PianoTranscriptionTransposition

Automatic Music Transcription and Instrument Transposition with Differentiable Rendering @ The 2020 Joint Conference on AI Music Creativity
SCSS
3
star
21

waveflow

Python
3
star
22

acids-ircam.github.io

HTML
3
star
23

live_orchestral_piano

Max/MSP patch for live projective orchestration
2
star