steventan0110
PhD Student @ JHU, Research Scientist Intern @ Meta AI | Prev @ Meta AI, Amazon Alexa AI
Meta, JHUBaltimore, Maryland
Pinned Repositories
align-filter
Repository for "Bitext Mining for Low-Resource Languages via Contrastive Learning"
DiffNorm
Official repository for paper: DiffNorm: Self-Supervised Normalization for Non-autoregressive Speech-to-speech Translation
FLRimageProcessing
image processing codes for ECE drone project. 1. Detect three Region of Interests (ROIs). 2. Based on the ROIs, the code calculates mean value of crucial area to determine if the person being scanned is alive.
LegoUltrasound
Summer Research on Ultrasound Image Processing at Hopkins advised by Professor Emad Doctor. Tools used include MATLAB deep learning and image processing toolbox as well as K-wave simulation toolbox
MICaptioning
NMT_RL_Filter
Filter training data for neural machine translation model `on the fly` with reinforcement learning agent. Work based on previous research from Carnegie Mellon University (multi-DDS) and Johns Hopkins University (LASER score for data-sets from WMT-20)
NMTModelAttack
Code repository for the paper "Doubly-Trained Adversarial Data Augmentation for Neural Machine Translation" with instructions to reproduce the results. Paper accepted by the conference of the Association for Machine Translation in the Americas (AMTA 2022)
ObjectDetectionRL
Final Project for Reinforcement Learning
OCT_preprocess
Python implementation of optical coherence tomography(OCT) data pre-process: 1.retina detection 2. OCT normalization 3. retina flatten
STAR
Official Repository for paper "Streaming Sequence Transduction through Dynamic Compression"
steventan0110's Repositories
steventan0110/OCT_preprocess
Python implementation of optical coherence tomography(OCT) data pre-process: 1.retina detection 2. OCT normalization 3. retina flatten
steventan0110/LegoUltrasound
Summer Research on Ultrasound Image Processing at Hopkins advised by Professor Emad Doctor. Tools used include MATLAB deep learning and image processing toolbox as well as K-wave simulation toolbox
steventan0110/NMT_RL_Filter
Filter training data for neural machine translation model `on the fly` with reinforcement learning agent. Work based on previous research from Carnegie Mellon University (multi-DDS) and Johns Hopkins University (LASER score for data-sets from WMT-20)
steventan0110/FLRimageProcessing
image processing codes for ECE drone project. 1. Detect three Region of Interests (ROIs). 2. Based on the ROIs, the code calculates mean value of crucial area to determine if the person being scanned is alive.
steventan0110/NMTModelAttack
Code repository for the paper "Doubly-Trained Adversarial Data Augmentation for Neural Machine Translation" with instructions to reproduce the results. Paper accepted by the conference of the Association for Machine Translation in the Americas (AMTA 2022)
steventan0110/align-filter
Repository for "Bitext Mining for Low-Resource Languages via Contrastive Learning"
steventan0110/DiffNorm
Official repository for paper: DiffNorm: Self-Supervised Normalization for Non-autoregressive Speech-to-speech Translation
steventan0110/MICaptioning
steventan0110/ObjectDetectionRL
Final Project for Reinforcement Learning
steventan0110/STAR
Official Repository for paper "Streaming Sequence Transduction through Dynamic Compression"
steventan0110/JHU_SSO
steventan0110/OOSE
On-Develop web app for Johns Hopkins University's Course Assistant Application at the Computer Science Department. Also a course project for Object-Oriented Software Engineering. Full repo under private mode.
steventan0110/Paper_Reading
Summary of my past readings on ML, CV, NLP-related paper. Currently, the update focuses on machine translation and general model architectures.
steventan0110/WebSecutity
HW for web security class
steventan0110/ClassroomHelper
An android studio developed image processing application: 1. Convert image into text form and math equations into LaTeX form. 2. App is implemented with Mathpix and Google Computer Vision APIs
steventan0110/Data_Science
Winter Session "Python for Data Science" course materials and homework in jupyter notebook
steventan0110/DBFinalProject
This project is built on tomcat which supports Java Servlet and Java Database Connector. The project utilizes geohash to locate the user and query the safest/most dangerous street around the user.
steventan0110/fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
steventan0110/fairseq2_speech_llm
FAIR Sequence Modeling Toolkit 2
steventan0110/first_flask
steventan0110/Flask_Web
My personal website built on linode server with Flask
steventan0110/mamba-s2s
steventan0110/multiDDS
Code for the paper "Balancing Training for Multilingual Neural Machine Translation, ACL 2020"
steventan0110/ParaCrawl
On-develop Bitext Mining Tool for low resource languages
steventan0110/RaspGPIO
Embedded System development based on GPIO on Raspberrypi 3B+
steventan0110/screeps
steventan0110/steventan0110.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
steventan0110/steventan0110_temp.github.io
steventan0110/TranSpeech
PyTorch Implementation of TranSpeech (ICLR'23): Textless NAR Speech-to-Speech Translation with Bilateral Perturbation
steventan0110/tutorial-template
Template for the Read the Docs tutorial