Projects

Clustering of coral reef soundscape

I customized a deep embedded clustering (DEC) algorithm to separate fish calls and whale song in spectrograms of coral reef ambient noise (Figure 1). These data were…

Environmental data from NOAA BigQuery

I created this demo for ECE 228 “Machine Learning for Physical Applications.” It demonstrates how to load, visualize, and analyze data from the NOAA GSOD dataset.