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1. MusicSpeechAmplitudeModulation MusicSpeechAmplitudeModulation Public

   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"

   MATLAB

2. NYU-HPC-4-newbies NYU-HPC-4-newbies Public

   A tutorial for computer muggles who want to use NYU's HPC for data analysis.

   Python 14 1

3. SpeedDating-BodySway SpeedDating-BodySway Public

   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), …

   R

4. R_MixedEffectTutorial R_MixedEffectTutorial Public

   Forked from ourcodingclub/CC-Linear-mixed-models

   Mixed effect modeling with R tutorials

   Jupyter Notebook 2 1

5. Capstone_AcousticEnvironment-DeepNeuralNet Capstone_AcousticEnvironment-DeepNeuralNet Public

   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.

   Jupyter Notebook 6

6. Capstone_Spotify-Sequential-Skip-Prediction Capstone_Spotify-Sequential-Skip-Prediction Public

   The model trained by the data of 1 day before can best predict the skipping behavior on Spotify.

   Jupyter Notebook 3 1