Popular GitHub Repositories for Valence

How to use our public wav2vec2 dimensional emotion model

Dictionary based sentiment analysis that considers valence shifters

LeIA (Léxico para Inferência Adaptada) é um fork do léxico e ferramenta para análise de sentimentos VADER (Valence Aware Dictionary and sEntiment Reasoner) adaptado para textos em português.

Generates multi-instrument symbolic music (MIDI), based on user-provided emotions from valence-arousal plane.

Java port of Python NLTK Vader Sentiment Analyzer. VADER (Valence Aware Dictionary and sEntiment Reasoner) is a lexicon and rule-based sentiment analysis tool that is specifically attuned to sentiments expressed in social media, and works well on texts from other domains.

Code for the paper "Multi-Task CNN Model for Emotion Recognition from EEG Brain Maps". DEAP dataset. Python/Keras/Tensorflow 2 Impementation.

A unified dataset of multilingual emotional human utterances

Multilingual datasets with raw audio for speech emotion recognition

This project is a semi-supervised approach to detect emotions on faces in-the-wild using GAN

Codes and Datasets for our SIGIR 2021 Paper: "Understanding the Role of Affect Dimensions in Detecting Emotions from Tweets: A Multi-task Approach"

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]

[CHI2021] Hidden emotion detection using multi-modal signals

This is a project that is derived from my capstone project targeted for cleaning of EEG signals and feature extraction followed by a custom made neural network and analysis of performance by the Network mainly for classifying the valence of an emotion.

Model to score audio files using VAD (valence, arousal, dominance) score from Three factor emotional theory