CJ's Projects
Lyrics crawling, pre-processing, embedding generation, model training, and lyrics generation - all in one tool
Testing ASR engines
Ear training game using machine learning models in the browser
Automatic Chord Recognition tools - ISMIR2021 Late-Breaking Demo presentation
Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.
Implementation of C-RNN-GAN.
PyTorch implementation of C-RNN-GAN for Music Generation
Portfolio website
Continual Learning methods using Episodic Memory (CLEM) in PyTorch
CREPE: A Convolutional REpresentation for Pitch Estimation -- pre-trained model (ICASSP 2018)
Notebooks for learning deep learning
a neural machine translation system from english (chinese) to chinese (english) based on 30m parallel data.
Lightweight Open Source Experiment Tracking
An easy-to-use CLI tool for training and testing image classifiers
Collection of utility functions
Machine learning demonstration on various datasets
a demo activity for a "machine learning orchestra" workshop; live here =>
A library for Multilingual Unsupervised or Supervised word Embeddings
Instructional notebooks on music information retrieval.
The personal website/portfolio template by Hashir Shoaib. Built using React and Bootstrap.
Python client for the Echo Nest API
Scripts and notebooks used for Udacity PyTorch Scholarship Challenge final project
Retro Games in Gym
Research Group Speech To Text
Reinforcement learning demonstration on various environments
Bi-directional LSTM implementation of SentimentRNN (from PyTorch Scholarship Challenge)
deeplearning.ai on Coursera