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enable MARLIN for emotion recognition on the ravdess and celebvhq dataset

Open aromanusc opened this issue 1 year ago • 3 comments

aromanusc avatar Feb 09 '24 04:02 aromanusc

Thank you for your contribution. I think the changes are too destructive for other tasks now. I will work on the merging.

ControlNet avatar Feb 09 '24 06:02 ControlNet

Hey, thanks for the prompt reply. I meant to put this as a draft, I agree the changes are not in the best condition to be merged. I can maybe add a generic dataset loader under /dataset. I also have to remove some loose comments I placed mainly for diff purposes.

I have to say that for the emotion recognition task on the RAVDESS dataset, MARLIN performs great! Now I am working towards an audio-visual implementation with MARLIN. Thanks for keeping this repo in such a great shape.

aromanusc avatar Feb 09 '24 06:02 aromanusc

Oh my mistake. I thought the pr is for emotion recogntiion for CelebV-HQ. now I have modified the code to make it workable for emotion task on CelebV-HQ.

It will be great if you can prepare the code for RAVDESS with the new python files dataset/ravdess.py, preprocess/ravdess_preprocess.py and preprocess/ravdess_extract.py, and modify the evaluate.py?

ControlNet avatar Feb 09 '24 12:02 ControlNet