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  • AFTER Public

    AFTER : Audio Features Transfer and Exploration in Real-time

    Jupyter Notebook 51 2 Other Updated Jan 30, 2025

  • torchbend Public

    Neural network bending framework for creativity in Pytorch

    15 Other Updated Dec 5, 2024

  • vschaos2 Public

    vintage neural synthesis with spectral auto-encoders

    Python 56 2 Other Updated Nov 4, 2024

  • RAVE Public

    Official implementation of the RAVE model: a Realtime Audio Variational autoEncoder

    audio ai deep-learning neural-network generative-model
    Python 1,420 188 Other Updated Jul 30, 2024

  • creative_ml Public

    Creative Machine Learning course and notebook tutorials in JAX, PyTorch and Numpy

    Jupyter Notebook 220 93 GNU General Public License v3.0 Updated Jul 11, 2024

  • nn_tilde Public

    Max 335 38 Other 1 issue needs help Updated Jul 2, 2024

  • cml Public

    Library for the Creative Machine Learning course

    Python 6 Updated Nov 10, 2023

  • ddsp_pytorch Public

    Implementation of Differentiable Digital Signal Processing (DDSP) in Pytorch

    C 457 57 Apache License 2.0 Updated Oct 28, 2023

  • rave_vst Public archive

    C++ 186 28 Other Updated Jun 21, 2023

  • cached_conv Public

    Python 54 14 Other Updated May 31, 2023

  • acids-ircam.github.io Public

    HTML 3 1 Updated Apr 12, 2023

  • timbre_exploration Public

    Additional materials for "TIMBRE LATENT SPACE: EXPLORATION AND CREATIVE ASPECTS"

    SCSS 23 3 Updated Apr 11, 2023

  • diffusion_models Public

    A series of tutorial notebooks on denoising diffusion probabilistic models in PyTorch

    Jupyter Notebook 655 73 Updated Nov 12, 2022

  • neurorack Public

    Python 116 11 MIT License Updated Feb 28, 2022

  • flow_synthesizer Public

    Universal audio synthesizer control learning with normalizing flows

    Max 134 22 MIT License Updated Jul 5, 2021

  • wavae Public

    Realtime Variational Autoencoder built on top of libtorch and PureData

    Python 39 4 Updated Jun 7, 2021

  • Timbre_MoVE Public

    Modulated Variational Auto-Encoders for Many-to-Many Musical Timbre Transfer

    9 3 Updated Apr 9, 2021

  • PianoTranscriptionTransposition Public

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

    SCSS 4 Updated Sep 25, 2020

  • lottery_mir Public

    Ultra-light MIR models with a structured lottery ticket hypothesis approach

    Python 13 1 MIT License Updated Sep 21, 2020

  • pytorch_flows Public

    Implementation and tutorials of normalizing flows with the novel distributions module

    Jupyter Notebook 164 18 GNU General Public License v3.0 Updated Aug 13, 2020

  • lottery_generative Public

    Lottery ticket hypothesis for deep generative models

    Python 11 1 MIT License Updated Jul 31, 2020

  • variational-timbre Public

    Generative timbre spaces by perceptually regularizing variational auto-encoders

    Python 60 5 Updated Jun 24, 2020

  • waveflow Public

    Python 4 1 Updated Dec 27, 2019

  • Expressive_WAE_FADER Public

    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.

    10 3 Updated Jun 22, 2019

  • live_orchestral_piano Public

    Max/MSP patch for live projective orchestration

    4 Updated Jan 31, 2019

  • projective_orchestration Public

    Automatic projective orchestration using neural networks.

    Python 6 1 Updated Jan 31, 2019

  • ismir2018 Public

    1 Updated Sep 25, 2018