AmirAbaskohi
Amirhossein Abaskohi | MSc Computer Science, Vancouver Campus, Vancouver, British Columbia, Canada | امیرحسین عباسکوهی
University of British ColumbiaVancouver, BC, Canada
Pinned Repositories
ACM-Summer-School-2021-AI
This repository contains for ACM Summer School 2021's AI course's materials at the University of Tehran.
Automatic-Speech-recognition-for-Speech-Assessment-of-Persian-Preschool-Children
Preschool evaluation is crucial because it gives teachers and parents influential knowledge about children's growth and development. The COVID-19 pandemic has highlighted the necessity of online assessment for preschool children. One of the areas that should be tested is their ability to speak. Employing an Automatic Speech Recognition (ASR) system would not help since they are pre-trained on voices that differ from children's in terms of frequency and amplitude. Because most of these are pre-trained with data in a specific range of amplitude, their objectives do not make them ready for voices in different amplitudes. To overcome this issue, we added a new objective to the masking objective of the Wav2Vec 2.0 model called Random Frequency Pitch (RFP). In addition, we used our newly introduced dataset to fine-tune our model for Meaningless Words (MW) and Rapid Automatic Naming (RAN) tests. Using masking in concatenation with RFP outperforms the masking objective of Wav2Vec 2.0 by reaching a Word Error Rate (WER) of 1.35. Our new approach reaches a WER of 6.45 on the Persian section of the CommonVoice dataset. Furthermore, our novel methodology produces positive outcomes in zero- and few-shot scenarios.
Beyond-Words-A-Multimodal-Exploration-of-Persuasion-in-Memes
Beyond Words: A Multimodal Exploration of Persuasion in Memes
Gossip-Protocol
This is an implementation of Gossip Protocol in c++ language.
IranianMusicGenreDetection
Checking basic machine learning models for Iranian music genere detection. Out models include both classification and clustering models.
LM-CPPF
The official implementation of the ACL 2023 paper, "Paraphrasing-Guided Data Augmentation for Contrastive Prompt-based Few-shot Fine-tuning".
PEACH
The official implementation of "PEACH: Pre-Training Sequence-to-Sequence Multilingual Models for Translation with Semi-Supervised Pseudo-Parallel Document Generation".
SemEval2022-Task6-Sarcasm-Detection
Sarcasm is a term that refers to the use of words to mock, irritate, or amuse someone. It is commonly used on social media. The metaphorical and creative nature of sarcasm presents a significant difficulty for sentiment analysis systems based on affective computing. The technique and results of our team, UTNLP, in the SemEval-2022 shared task 6 on sarcasm detection are presented in this paper.
Transformers-Tutorial
Welcome to my Transformers tutorial series! In this series, I'll be diving into the powerful Transformer architecture and its implementation in TensorFlow and PyTorch. Whether you're an experienced NLP practitioner or just starting out, I hope you'll find the series informative and engaging.
VAE-based-Joint-Image-and-Caption-Generation
This repository contains my research internship code at the University of Illinois Chicago under the supervision of Prof. Pedram Rooshenas.
AmirAbaskohi's Repositories
AmirAbaskohi/InstagramBotUsingPython_FindingUnfollwers
AmirAbaskohi/BankingSystemUsingCPP
AmirAbaskohi/BookStoreUsingCPP
AmirAbaskohi/BoothMultiplierInVerilog6bit
AmirAbaskohi/Chatroom-using-socket-python
A chatroom server using socket library of python3
AmirAbaskohi/Dots-and-Boxes
AmirAbaskohi/Enigma-Simulator-Using-Python3
An app made using python for Simulating Enigma Coding Machine In World WarII
AmirAbaskohi/FilmNetwork
AmirAbaskohi/FindSnakeMinimumPath
In this project I implemented traditional search algorithms to find minimum path for snake to get seeds in the map.
AmirAbaskohi/FourierTransformAndSignalProcessing
AmirAbaskohi/Frogger
Frogger game
AmirAbaskohi/FroggerUsingPython
AmirAbaskohi/HospitalManagementSystemUsingCPP
AmirAbaskohi/LibrarySystemUsingASP.net-core-3.1-and-APIs
A library system using ASP.net core 3.1, SQL Server, and APIS
AmirAbaskohi/MultiCycleMIPS
AmirAbaskohi/Pipeline-MIPS-using-verilog
AmirAbaskohi/Responsive-website-using-ReactJS
A practice responsive webiste using ReactJS
AmirAbaskohi/SingleCycleMIPS
AmirAbaskohi/SpaceInvadersWithPython
AmirAbaskohi/Tic-tac-toe-with-php
AmirAbaskohi/TodoList-using-React
AmirAbaskohi/TuffyTravel-Travel-System
This is a system for controlling a traveling department
AmirAbaskohi/ValuePredictionOfADataset
In this project we are going to predict some missing value of a dataset using pandas, scipy, and other python libraries like these.
AmirAbaskohi/awesome-readme
A curated list of awesome READMEs
AmirAbaskohi/boxnotes2html
Export/convert Box Notes to HTML, Markdown or Plain Text.
AmirAbaskohi/django-blog
Full Featured blog built in with Django
AmirAbaskohi/markdown
A Python implementation of John Gruber’s Markdown with Extension support.
AmirAbaskohi/POS
POS is an OS cloned from xv6 kernel with some new features
AmirAbaskohi/Simple-Interpretor-using-cpp
AmirAbaskohi/xv6-public
xv6 OS