✌️ Mohamed Anwar's repositories
Dan-Jurafsky--Chris-Manning--NLP
My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.
Speaker-Recognition
This repo contains my attempt to create a Speaker Recognition and Verification system using SideKit-1.3.1
extra-collections
extra-collections (or extra for short) is a python3 package that provides a pythonic, intuitive, and easy implementation of the most common data structures used in software projects.
Deep-Learning-Nanodegree
This repo contains my journey taking the "Deep Learning Nanodegree" with Udacity!!
Mathematics-for-ML-Specialization
This is the solution of the "Mathematics for Machine Learning Specialization" made by Coursera
Arabic-Tashkeela-Model
This is a diacritization model for Arabic language. This model was built/trained using the Tashkeela: the Arabic diacritization corpus on Kaggle
Deep-Learning-Specialization--Coursera
This repo contains my solution to the 5-course Coursera Deep Learning Specialization created by prof. Andrew Ng and deeplearning.ai incorporation in 2017-2018
Arabic-Speech-Recognition
This repository contains my attempt to use two famous speech recognition frameworks (Kaldi, CMU Sphinx4) for Arabic Language using the publicly-available dataset "Arabic Corpus of Isolated Words"
RasaChatbot-with-ASR-and-TTS
This repository contains an attempt to incorporate Rasa Chatbot with state-of-the-art ASR (Automatic Speech Recognition) and TTS (Text-to-Speech) models directly without the need of running additional servers or socket connections.
CS224n--NLP-with-Deep-Learning
This repo contains my solution to the Stanford course "NLP with Deep Learning" under CS224n code. Here, you can find the solution for all classes starting form 2018
CNN-for-Raw-Waveforms
This is my PyTorch implementation of the "Very Deep Convolutional Neural Networks For Raw Waveforms" research paper published in 2016.
Stanford_CS224u--NLU-Course
This repository contains my solution to the Stanford Course cs224u "Natural Language Understanding" Summer 2019
Web-Interface-for-NVIDIA-NeMo
This repository contains an attempt to utilize the NeMo toolkit created by NVIDIA
VAD_Benchmark
Benchmarking different VAD models on AVA-Speech dataset
MovieTweets--Search-Engine
This repo contains my attempt to do two things actually. First, to use the IBM Tone Analyzer over tweets about rating movies. And second: to index the same tweets using ElasticSearch
anwarvic.github.io
My blog!
taxi-v3-RL
My attempt to solve the taxi-v3 OpenAI gym environment using various agents.
Intro-to-PyTorch--Udacity
This repo is the solution of the "Introduction to PyTorch" Nanodegree made by Facebook on Udacity on November 2018
Mixed-Language-NMT
It's a poc (proof-of-concept) idea of creating an NMT (Neural Machine Translation) Model that is able to translate a mixed-language sentence written in up to three different languages (Arabic, English, and French) into a unified Language (English).
av_hubert_muavic
A self-supervised learning framework for audio-visual speech
BertPuncCap
This is a simple PoC (proof-of-concept) model built to restore punctuation & capitalization from a given text. In other words, given a text with no punctuations and no capitalization, this model is able to restore the needed punctuations and capitalization to make the text human-readable.
DL-for-Computer-Vision-2020-Michigan-Course
This repository contains my solution to the assignments of the "EECS 498-007 / 598-005 Deep Learning for Computer Vision" course made by Michigan University Fall 2020.
mTEDx_auxiliary
These are different files I created to do different tasks when I was working on creating ASR model for mTEDx dataset.
Code-Switched-Corpus-Evaluator
A python implementation of the "Comparing the Level of Code-Switching in Corpora" paper. This model is just an evaluator to evaluate the complexity score of a code-switched corpus.
Front-end-Nanodegree
This is the repository where I document my journey during the "Front-end Web Developer" Nanodegree provided by Udacity in late 2020
Full-Stack-Nanodegree
This is the repository where I document my journey during the "Full Stack Web Developer" Nanodegree provided by Udacity in mid 2020
speechbrain
A PyTorch-based Speech Toolkit
truel_bilingual_nmt
The official code for the "True Bilingual NMT" paper