Pinned Repositories
1D-CNN
Notebooks to introduce and understand 1D-CNNs.
a-nice-mc
Code for "A-NICE-MC: Adversarial Training for MCMC"
allosaurus
Allosaurus is a pretrained universal phone recognizer for more than 2000 languages
Applied-Deep-Learning
Applied Deep Learning Course
Autopilot-Design-for-a-Quadcopter
Quadcopter autopilot simulation in Matlab/Simulink environment.
ODIN
Domain Adaptation with Representation Learning and Nonlinear Relation for Time Series
Simplified-DSN
Simplified implementation for Domain Seperation Networks
fake-news-detection
Fake News Detection: Model implementations and Hyper-Parameters
Robust-Seizure-Prediction
Augmenting DL with Adversarial Training for Robust Prediction of Epilepsy Seizure: Implementation
espnet
End-to-End Speech Processing Toolkit
AmirHussein96's Repositories
AmirHussein96/arabicnlptoolslist
Arabic NLP tools List inventory
AmirHussein96/ASR-with-DNN
AmirHussein96/baseline_recipe_is21s_indic_asr_challenge
Multilingual and code-switching ASR challenges for low resource Indian languages.
AmirHussein96/CC6205
Natural Language Processing
AmirHussein96/cikm2021tutorial
AmirHussein96/CodeMixed-Text-Generator
This tool helps automatic generation of grammatically valid synthetic Code-mixed data by utilizing linguistic theories such as Equivalence Constant Theory and Matrix Language Theory.
AmirHussein96/edgedict
Working online speech recognition based on RNN Transducer. ( Trained model release available in release )
AmirHussein96/speaker_clustering
On going work ..
AmirHussein96/IS21-CS-E2E
AmirHussein96/LPC_Speech_Synthesis
Speech synthesis using LPC
AmirHussein96/mbr-for-nmt
Characterizing the performance of minimum Bayes risk (MBR) decoding for neural machine translation (NMT) when using various candidate generation methods by examining BLEU score, length bias, and token frequency bias. [CS287: Deep Learning for Natural Language Processing, Final Project, Fall 2021]
AmirHussein96/ml-code-switched-speech-translation
This repository contains the code and instructions needed to reproduce the dataset splits for out paper "Speech Translation for Code-Switched Speech".
AmirHussein96/ML-YouTube-Courses
📺 A place to discover the latest machine learning courses on YouTube.
AmirHussein96/moore_and_lewis_data_selection
AmirHussein96/NeMo
NeMo: a toolkit for conversational AI
AmirHussein96/nlp-hw2
AmirHussein96/nlp-hw3
AmirHussein96/nlp-hw4
AmirHussein96/nlp-hw5
AmirHussein96/nlp-hw6
AmirHussein96/nlp-hw7
AmirHussein96/nlp_hw_grammer
NLP homework 1 on English grammar
AmirHussein96/python-tutorial-notebooks
Python tutorials as Jupyter Notebooks for NLP, ML, AI
AmirHussein96/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.
AmirHussein96/Robust-E2E-ASR
This repository contains the code for our upcoming paper An Investigation of End-to-End Models for Robust Speech Recognition at ICASSP 2021.
AmirHussein96/Self-Supervised-Speech-Pretraining-and-Representation-Learning
The S3PRL speech toolkit: self-supervised pre-training and representation learning of Mockingjay, TERA, A-ALBERT, APC, and more to come. With easy-to-use standard downstream evaluation scripts including phone classification, speaker recognition, and ASR. (All in Pytorch!)
AmirHussein96/Transformer-Transducer
PyTorch implementation of "Transformer Transducer: A Streamable Speech Recognition Model with Transformer Encoders and RNN-T Loss" (ICASSP 2020)
AmirHussein96/transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
AmirHussein96/TTS-Tensorflow-Meetup-Tunis-Models-description
TTS Tensorflow description with the different models
AmirHussein96/understanding-mbr