- Python 3.6.7+
- Install Python packages
pip3 install --upgrade pip && pip3 install -r requirements.txt
- Download OpenSmile (https://www.audeering.com/what-we-do/opensmile/)
- Create
config.json
in root directory (seeconfig.json.example
) and set the correct OpenSmile path - Run
python3 data_preprocessing.py
- Download pretrained BERT uncased_L-12_H-768_A-12 model to
estimators/models/bert/
(https://github.com/google-research/bert) - Start
bert-as-service
for BERT CLS token extraction in the background:cd estimators/models/bert/ && bert-serving-start -pooling_strategy CLS_TOKEN -max_seq_len NONE -model_dir ./uncased_L-12_H-768_A-12/
-
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