- Leonardo Pepino
- Joaquín González
- Agustín Sansone
0) Initial setup
Clone this repository and we also recommend executing this script from original repository to download dataset.
1) Extract activations from EnCodecMAE models
There are 2 options:
a) Clone and install EnCodecMAE repository. Then run:
bash extract_activations.sh
This will extract the activations in a model_actv folder.
b) Download precomputed activations from EnCodecMAE and other models from here
2) Run regressions
bash run_regressions.sh
Use this script to replicate regularization parameters of the Ridge and Lasso regressions when predicting all components for EncodecMAE trained in the mixture context.
3) Generate plots
Plots can be generated using the notebooks in /src