Mael Fabien

Multimodal-Emotion-Recognition. A real time Multimodal Emotion Recognition web app for text, sound and video inputs

Machine_Learning_Tutorials. Code, exercises and tutorials of my personal blog ! 📝

maelfabien.github.io. My personal data science blog

DataVisualization. A Data Visualization project on the French traffic accidents database

Facial-Emotion-Recognition. Real-Time facial emotion recognition in Python

EM_GMM_HMM. Illustrating EM for GMMs and HMMs

NLP_Summer_School-2021_Speech_Demo. Python

Cassandra-GDELT-Queries. A Cassandra Architecture for GDELT Database 🌍

NLP_Summer_School-2021_Speech_Tutorial. Jupyter Notebook

DataScienceApp. Deploying pre-trained NLP and computer vision models in a single application

build_your_blog.github.io. Template and steps to build your personal blog using Jekyll and Minimal Mistake

Cargo-Dwell-Time. Predicting a container's dwell time to optimize unloading

VoiceGenderDetection. A pre-trained MFCC+GMM voice gender detection deployed on Streamlit

Graph2Speak. Code associated with our paper "Graph2Speak: Improving Speaker Identification with Network Knowledge in Criminal Conversational Data"

GCN-on-Crime-Scene-Investigation. Graph convolutional network to extract embeddings and identify communities within a criminal network

Earth-Quake-Prediction. Kaggle Competition for Earth Quake Prediction

audio_speech_eval. A Streamlit application that allows you to compute various speech and audio metrics

COVID-19-Senegal. Mise à jour quotidienne de la base de données COVID-19 au Sénégal et visualisation

PySpeak. A pure-Python Speech Processing library (in progress)

Forest-Cover-Type-Challenge. A data analysis to predict the predominant kind of tree in a given region.

french_asr_app. A French ASR small streamlit App

AutoGrade. An automatic grading system (keyword spot) for teachers

Received-Signal-Strength-Geo-Location. A Received Signal Strength Location Estimation for Sigfox IoT sensors

Analyze-Github-Pull-Requests. This NLP project covers topic modelling, clustering and dimension reduction

NetworkDisruption. Re-implementing "Disrupting Resilient Criminal Networks through Data Analysis: The case of Sicilian Mafia"

COVID-19-France. Jupyter Notebook

DeployEmoReco. HTML

maelfabien.

custom-simpletransformers. Python

WebApp. A web app using Wikipedia API

made-mistakes-jekyll. :ghost: Source for my website and blog (Jekyll + Gulp + Netlify)

Semantic_Search. Jupyter Notebook

ML-From-Scratch. Machine Learning From Scratch. Bare bones Python implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.

My-Git-Cookbook. Literally how I start a project using git, worflow and various stuff.

Titanic-Kaggle. Titanic Kaggle competition, achieving an accuracy of 81.9%