Simulation framework for accelerating research in Private Federated Learning

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 read…

A PyTorch-based Speech Toolkit

HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision

This repository describes our reproducible framework for assessing self-supervised representation learning from speech

Track and predict the energy consumption and carbon footprint of training deep learning models.

A Slurm dashboard for the terminal.

Flower: A Friendly Federated Learning Framework

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 a…

This is the code for the paper 'Quaternion Recurrent Neural Networks'.

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.

Implementation related to the Deep Complex Networks