Mohamed Nabih's repositories
Joint-training-embeddings
This is the official implementation of " Enhancing Embeddings for Speech Classification in Noisy Conditions"
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
a-unet
A toolbox that provides hackable building blocks for generic 1D/2D/3D UNets, in PyTorch.
annotated_deep_learning_paper_implementations
🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes đź“ť; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... đź§
DoRA
[ICML2024] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation
FederatedLearning
Material workbench for the master-level course CS-E4740 "Federated Learning"
fl-simulation
A flexible framework for running experiments with PyTorch models in a simulated Federated Learning (FL) environment.
flower
Flower: A Friendly Federated Learning Framework
INTERSPEECH-2023-Papers
INTERSPEECH 2023 Papers: A complete collection of influential and exciting research papers from the INTERSPEECH 2023 conference. Explore the latest advances in speech and language processing. Code included. Star the repository to support the advancement of speech technology!
KAUST-Whisper-Adapter
INTERSPEECH 23 - Refunction Whisper to recognize new tasks with adapters!
LaTeX-OCR
pix2tex: Using a ViT to convert images of equations into LaTeX code.
LLMs-from-scratch
Implementing a ChatGPT-like LLM from scratch, step by step
peft-ser
PEFT-SER: On the Use of Parameter Efficient Transfer Learning Approaches For Speech Emotion Recognition Using Pre-trained Speech Models (Accepted to 2023 ACII)
project-based-learning
Curated list of project-based tutorials
speech-adapters
Codes and datasets for our ICASSP2023 paper, Evaluating parameter-efficient transfer learning approaches on SURE benchmark for speech understanding
Speech-Prompts-Adapters
This Repository surveys the paper focusing on Prompting and Adapters for Speech Processing.
SpeeQ
A framework for automatic speech recognition
the-art-of-command-line
Master the command line, in one page
Transformer-Workbench
Playground for Transformers
Transformers-for-NLP-and-Computer-Vision-3rd-Edition
Transformers 3rd Edition
udlbook
Understanding Deep Learning - Simon J.D. Prince
WavLM_Adapters_FL
This repo. contains our implementation for Federated Learning with PEFT methods (e.g. Adapters) integrated with frozen WavLM
whisper-finetune
Fine-tune and evaluate Whisper models for Automatic Speech Recognition (ASR) on custom datasets or datasets from huggingface.