Feature_Extraction_OpenSmile

Codes for extracting features of IEMOCAP with Open Smile tool kit
Ouput - csvs file or/and pickle file of extracted features

Environment

Linux
python 3.8

Quick Start

Set up OpenSmile toolkit for your server

Download link
OpenSmile documents : https://audeering.github.io/opensmile/

Clone this repo at your server
git clone https://github.com/jade0520/Feature_Extraction_OpenSmile.git
Excute below
bash run.sh

Sturcture

feature(OpenSmile) --> csv

extract_wavs

csv --> pickle

csvs_to_pickle_all : save all data as one pickle
csvs_to_N_fold_pickles_labels : divede labels for cross fold validation (1/5/10 folds & independent/dependent)
csvs_to_N_fold_pickle : save feature csvs as array pickles based on devided label folds

Reference

./tool/helper.py : https://github.com/KrishnaDN/speech-emotion-recognition-using-self-attention/blob/master/helper.py

Contact

📫 [email protected]
Any comments or opinions are welcome;)