isevr

awesome-emotion-recognition-in-conversations

A comprehensive reading list for Emotion Recognition in Conversations

AWESOME-FER

Top conferences & Journals focused on Facial expression recognition (FER)/ Facial action unit (FAU)

CMU-MultimodalSDK

DT_tuning

Tuning of decision tree classifier's parameters on two datasets

Email_Classification

Experiments with various classifiers to detect spam emails

GAN_Headlines

A Generative Adversarial Network built to generate news headlines.

MSc_Thesis

A fusion-based approach for multimodal sentiment detection utilizing textual and visual inputs

NBA_runs_prediction

A novel approach attempting to predict the likelihood that a basketball team will achieve a scoring run based on events precipitating the start of the run.

pii

A module to anonymize Personal Identifiable Information (PII), utilizing the presidio package. The module operates as a service using fastAPI and currently supports Greek and English.

gcn

Implementation of Graph Convolutional Networks in TensorFlow

Good_News

A deep neural network detecting positive news articles.

GridSearch

GridSearch to fine-tune kNN and SVM classifiers.

Housing

NN Regressor to predict California Housing Prices. Feature importances are calculated and dimensionality is reduced to improve performance.

isevr.github.io

HTML for Topic Modeling project

kaggle

Kaggle Competitions attempts

kMeans

kMeans clustering for medical articles.

MELD

MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversation

MultiBench

[NeurIPS 2021] Multiscale Benchmarks for Multimodal Representation Learning

nytimes

Sentiment analysis & Topic Modelling on NY Times comments about the threat of AI

smatress

Analysis on data from pressure points of smart matress

tensorflow-101

TensorFlow 101: Introduction to Deep Learning

TVEmotion

A novel multimodal approach for emotion recognition deploying early fusion based on graph-captured embeddings

Zenon