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creative_ml Public
Creative Machine Learning course and notebook tutorials in JAX, PyTorch and Numpy
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AFTER Public
AFTER : Audio Features Transfer and Exploration in Real-time
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vschaos2 Public
vintage neural synthesis with spectral auto-encoders
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platune Public
This is the official repository of PLaTune, our Pretrained Latents Tuner model that enables to add temporal musical controls on top of pretrained neural audio codecs. The method is detailed in our …
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acids-dataset Public
data parsing / loading facility for handy audio machine learning. powered by lmdb
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RAVE Public
Official implementation of the RAVE model: a Realtime Audio Variational autoEncoder
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torchbend Public
Neural network bending framework for creativity in Pytorch
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ddsp_pytorch Public
Implementation of Differentiable Digital Signal Processing (DDSP) in Pytorch
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timbre_exploration Public
Additional materials for "TIMBRE LATENT SPACE: EXPLORATION AND CREATIVE ASPECTS"
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diffusion_models Public
A series of tutorial notebooks on denoising diffusion probabilistic models in PyTorch
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flow_synthesizer Public
Universal audio synthesizer control learning with normalizing flows
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wavae Public
Realtime Variational Autoencoder built on top of libtorch and PureData
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Timbre_MoVE Public
Modulated Variational Auto-Encoders for Many-to-Many Musical Timbre Transfer
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Automatic Music Transcription and Instrument Transposition with Differentiable Rendering @ The 2020 Joint Conference on AI Music Creativity
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lottery_mir Public
Ultra-light MIR models with a structured lottery ticket hypothesis approach
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pytorch_flows Public
Implementation and tutorials of normalizing flows with the novel distributions module
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lottery_generative Public
Lottery ticket hypothesis for deep generative models
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variational-timbre Public
Generative timbre spaces by perceptually regularizing variational auto-encoders
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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.
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projective_orchestration Public
Automatic projective orchestration using neural networks.
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