emofilm-mser

Multilingual emotion recognition on EmoFilm dataset

Installation of environment

pip install -r requirements.txt

Acoustic features extraction

python3 emofilm_extract.py

Classification

python3 emofilm_clf_1_split.py

Try also other Python scripts started with emofilm_clf_. Change the language (en, it, sp) for cross-lingual evaluation.

Citation

Atmaja, B. T., & Sasou, A. (2023). Multilingual, Cross-lingual, and Monolingual Speech Emotion Recognition on EmoFilm Dataset. 2023 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 1019–1025. https://doi.org/10.1109/APSIPAASC58517.2023.10317223

Contact

[email protected]