Popular GitHub Repositories for Affective Computing

:computer: :robot: A summary on our attempts at using Deep Learning approaches for Emotional Text to Speech :speaker:

Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning

A curated list of awesome affective computing ??? papers, software, open-source projects, and resources

Video2Music: Suitable Music Generation from Videos using an Affective Multimodal Transformer model

From Pixels to Sentiment: Fine-tuning CNNs for Visual Sentiment Prediction

This repository contains the source code for our paper: "Husformer: A Multi-Modal Transformer for Multi-Modal Human State Recognition". For more details, please refer to our paper at https://arxiv.org/abs/2209.15182.

EmoInt provides a high level wrapper to combine various word embeddings and creating ensembles from multiple trained models

Diploma thesis analyzing emotion recognition in conversations exploiting physiological signals (ECG, HRV, GSR, TEMP) and an Attention-based LSTM network

A wrapper for Audeering's wav2vec-based dimensional speech emotion recognition

NLP Affective Computing - text-based emotion recognition with Deep Learning and LLMs

Speech Emotion Recognition using TinyML

DANTE (Dimensional ANnotation Tool for Emotions) is an emotional annotation tool to annotate any kind of video in terms of valence and arousal continuous dimensions.

Code for "It’s LeVAsa not LevioSA! Latent Encodings for Valence-Arousal Structure Alignment" [CoDS-CoMAD'21]

This repository is a collection of datasets, models and approaches for affective computing. The goal is to provide a comprehensive overview of the current state of the art in the field of multimodal affect computing with a focus on emotion extraction from different modalities.

A demo of multimodal emotion recognition built upon Gradio

Speech emotion recogniton by phoneme type convergence

Towards Comprehensive Understanding of Bias in Pre-trained Neural Language Models: A Survey with Special Emphasis on Affective Bias

A proof-of-concept for an adaptive sampling method to collect emotions in the wild.

Affevtive Bias in Large Pre-trained Language Models

FurhatPatient is a research project exploring the use of AI-powered social robots to create emotionally realistic simulated patients for counselor training.