Andrew Chang's repositories
Capstone_AcousticEnvironment-DeepNeuralNet
Deep neural network model combining audio signal processing and pre-trained audio CNN achieved 90.1% adjusted accuracy (27.6% improvement) for classifying audio recording environment.
Capstone_Spotify-Sequential-Skip-Prediction
The model trained by the data of 1 day before can best predict the skipping behavior on Spotify.
R_MixedEffectTutorial
Mixed effect modeling with R tutorials
Hands-On-Data-Structures-and-Algorithms-with-Python-Third-Edition
Data Structures and Algorithms with Python – Third Edition
MusicSpeechAmplitudeModulation
This repo contains the data and the MATLAB script of the paper Chang et al. (2024) PLOS Biology "The human auditory system uses amplitude modulation to distinguish music from speech"
SpeedDating-BodySway
This repo contains the data and the R script of my published paper: Chang et al. (2021). Body sway predicts romantic interest in speed dating. Social Cognitive and Affective Neuroscience, 16(1-2), 185-192.
TensorFlow-Tutorials
TensorFlow Tutorials with YouTube Videos