theolepage
Ph.D. student in A.I. → Learning Robust Representations for Speaker Recognition with Self-Supervised Learning
@epitaParis, France
Pinned Repositories
directx-2d-framework
A simple framework to make C++ DirectX 2D applications.
ember-classification
Collection of machine learning methods to classify the EMBER dataset.
face-detection
Simple C++ program to detect human faces in an image.
old-raytracer
A simple raytracer written in C++.
php-random-avatars
PHP class to randomly generate simple avatars of 25x25 pixels.
prophecy
A tiny deep neural network framework developed from scratch in C++ and CUDA.
ssl-for-slr
Collection of self-supervised models for speaker and language recognition tasks.
sslsv
Framework for training and evaluating self-supervised learning methods for speaker verification.
tensorflood
Tiny automatic differentiation (autodiff) engine for NumPy tensors implemented in Python.
wavlm_ssl_sv
SOTA method for self-supervised speaker verification leveraging a large-scale pretrained ASR model.
theolepage's Repositories
theolepage/sslsv
Framework for training and evaluating self-supervised learning methods for speaker verification.
theolepage/ssl-for-slr
Collection of self-supervised models for speaker and language recognition tasks.
theolepage/prophecy
A tiny deep neural network framework developed from scratch in C++ and CUDA.
theolepage/old-raytracer
A simple raytracer written in C++.
theolepage/wavlm_ssl_sv
SOTA method for self-supervised speaker verification leveraging a large-scale pretrained ASR model.
theolepage/face-detection
Simple C++ program to detect human faces in an image.
theolepage/tensorflood
Tiny automatic differentiation (autodiff) engine for NumPy tensors implemented in Python.
theolepage/hsi-classification
Machine learning pipeline to classify hyperspectral images of fields.
theolepage/inaudible
Android application generating music depending on Wi-Fi networks surrounding you.
theolepage/sketch2estampe
Generate Japanese estampes from handmade sketches.
theolepage/blurring-faces-webcam
theolepage/jpeg-algorithm
Explanations and implementation of the JPEG compression algorithm.
theolepage/lzw-algorithm
Implementation of the LZW compression algorithm.
theolepage/brainstorming
Sail through algorithms.
theolepage/chess
Chess engine and AI, optimized and written in C++ to compete with other students.
theolepage/cpp-concurrent-dictionary
Concurrent dictionary with one implementation based on concurrent hash maps and one based on concurrent tries.
theolepage/donkeycar
Open source hardware and software platform to build a small scale self driving car.
theolepage/garner
A simple web server, built with Rocket, to store/access files easily.
theolepage/gaussian_naive_bayes_classifier
Implementation of a naive Bayes classifier.
theolepage/KAIR
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
theolepage/keras-ships-classifications
Deep learning methods to classify images of ships.
theolepage/keras-sincnet
Keras implementation of SincNet from "Speaker Recognition from Raw Waveform with SincNet".
theolepage/obsidian-citation-plugin
Obsidian plugin which integrates your academic reference manager with the Obsidian editor. Search your references from within Obsidian and automatically create and reference literature notes for papers and books.
theolepage/old_theolepage.com
My previous personal website.
theolepage/pylene-python-bindings
Python bindings for Pylene, a C++ image processing library.
theolepage/ray-tracer
Ray-tracer, written in C++, featuring different objects, lightings, textures and scene configurations.
theolepage/react-native-boilerplate
My React Native boilerplate to start making simple mobile apps.
theolepage/simple-graphql-api
theolepage/snow-removal-in-montreal
Determine the optimized path to cover all the streets of a city.
theolepage/theolepage.com
My personal website.