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ENH: Add TCN models + DAS datasets #630
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Re-opening this because we haven't added datasets yet |
Also because after discussion with @yardencsGitHub it's clear that I have made a mistake in my implementation and need to do further work on this Leaving the initial implementation in this branch: Will remove from the main branch for now Next step will be to compute segment error rate as we do using the original model in keras to understand what I am doing wrong |
I think we can still add a TCN model, e.g. from here |
torchvision
-stylebuilder
functions for each model that can specifies the correct network parameters and loads corresponding weights, i.e.das_bengalese_finches
VocalDataset
as described in Refactor frame classification models to use singleWindowedFramesDatapipe
#574 ENH: add BaseVocalDataset that usesvocles
#539 and use it as a base for these specific datasetsitem
from these datasets matches what's returned byAudioSequence
in DAS: https://github.com/janclemenslab/das/blob/9ea349f13bdde7f44ba0506c5601078b2617cb45/src/das/data.py#L81The text was updated successfully, but these errors were encountered: