PaSST Versions Save

Efficient Training of Audio Transformers with Patchout

v.0.0.10

11 months ago

v.0.0.9

1 year ago

Added a pre-trained model, trained with KD using the setup in https://github.com/fschmid56/EfficientAT

v.0.0.8

1 year ago

v.0.0.7-audioset

1 year ago

Pre-trained PaSST-U and PaSST-B on Audioset

v.0.0.6

1 year ago
  • Pre-trained models on the 5 folds of ESC-50.
  • The pre-processed ESC50 dataset for fine tuning.

v0.0.5

2 years ago
  • fsd50k-passt-s-n-f128-p16-s16-ap.642.pt pre-trained on FSD50K with structured patchout and no overlap map=0.642.
  • fsd50k-passt-s-f128-p16-s10-ap.655.pt pre-trained on FSD50K with structured patchout map=0.655.
  • openmic-passt-s-f128-10sec-p16-s10-ap.85.pt pre-trained on OpenMIC-2008 with structured patchout map=0.85.
  • passt-s-f128-30sec-p16-s10-ap.473-swa.pt pre-trained on Audioset but supports inference up to 30-seconds.
  • passt-s-f128-20sec-p16-s10-ap.474-swa.pt pre-trained on Audioset but supports inference up to 20-seconds.

v0.0.3-audioset

2 years ago

Pre-trained models with a smaller STFT hop

v0.0.2-audioset

2 years ago

Added more pretrained models

v0.0.1-audioset

2 years ago