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Cheng-I Jeff Lai 's Projects

assert icon assert

JHU's system submission to the ASVspoof 2019 Challenge: Anti-Spoofing with Squeeze-Excitation and Residual neTworks (ASSERT).

cohere_proj icon cohere_proj

A web-app that tracks how well a patient with schizophrenia is responding to treatment and identifies at-risk (prodromal) individuals based on semantic and syntactic analysis of patient text samples.

cyclegan icon cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

dim icon dim

Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"

espnet icon espnet

End-to-End Speech Processing Toolkit

factorizedhierarchicalvae icon factorizedhierarchicalvae

This repository contains the code to reproduce the core results from the paper "Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data"

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

holed_up icon holed_up

Mechatronics Spring 2017 Final Project: A emergency rescue system.

intro_mechatronics icon intro_mechatronics

Introduction to Mechatronics (EN.520.240) is an introductory robotic course I took in Fall 2016 at Johns Hopkins University. The course consists of 7 labs and a final project, and each one builds up to the next one. The codes are written for Arduino, and each subfile corresponds to a lab.

kaldi-io-for-python icon kaldi-io-for-python

Python functions for reading kaldi data formats. Useful for rapid prototyping with python.

lda icon lda

An implementation of Linear Discriminant Analysis on multi-class speaker recognition.

lstm icon lstm

Voice activity detection of noisy speech files with LSTM. LSTM is implemented with Keras. Data processing is done with Python, MATLAB, and Bash. Experiments are done on Johns Hopkins CLSP GPUs.

mfcc icon mfcc

Steps to extract mfcc features from audios

neurodo icon neurodo

[Finalist | MedHacks] A web tool for the analysis of cognitive dysfunction in patient journaling during Schizophrenia clinical drug trials

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