Multimodal emotion classification

Multimodal emotion classification from the MELD dataset. Developed at the PSI:ML7 Machine Learning Institute by Brando Koch and Nikola Andrić Mitrović under the supervision of Tamara Stanković from Microsoft.

Note: README is still being developed.

Setup

Using Miniconda/Anaconda:

1. cd path_to_repo
2. conda env create
3. conda activate multimodal-emotion-detection

Multimodal Architecture

MELD dataset

Emotion shift phenomenon

Data distribution

Paper baselines

References

• https://github.com/declare-lab/MELD
• https://arxiv.org/pdf/1810.02508.pdf