Parcollet Titouan's starred repositories
pfl-research
Simulation framework for accelerating research in Private Federated Learning
SummaryMixing
This repository implements SummaryMixing, a simpler, faster and much cheaper replacement to self-attention for automatic speech recognition (see: https://arxiv.org/abs/2307.07421). The code is ready to be used with the SpeechBrain toolkit).
speechbrain
A PyTorch-based Speech Toolkit
HugsVision
HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision
Interspeech2021
This repository describes our reproducible framework for assessing self-supervised representation learning from speech
carbontracker
Track and predict the energy consumption and carbon footprint of training deep learning models.
pytorch-kaldi
pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.
Quaternion-Recurrent-Neural-Networks
This is the code for the paper 'Quaternion Recurrent Neural Networks'.
Quaternion-Convolutional-Neural-Networks-for-End-to-End-Automatic-Speech-Recognition
This is the code for the paper 'Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition'. It provides all the Keras classes to run a Quaternion Convolutional NN.
deep_complex_networks
Implementation related to the Deep Complex Networks