Step 1:

install avhubert following https://github.com/facebookresearch/av_hubert x then install transformers(4.32.0) and torch (2.0.0)

Step2:

cd av_hubert/fairseq/examples/

then git clone this repo

Step3: prepare avhubert features

cd msdm/data; python prepare_data.py --data-dir /data/to/MSDM_corpus --out-dir data/; cd ..
bash extract_feat.sh

Or can download the data and feats from xxx

Step4: Train the classification model (conv3 and resnet)

bash run.sh

Or can download the checkpoints from xxx

Step5: Produce predition

bash predict.sh