diff --git a/README.md b/README.md index 13b9d0d..ab3ab1e 100644 --- a/README.md +++ b/README.md @@ -18,4 +18,13 @@ Data is stored on two buckets in S3 ## Kait Frasier's method [Kate Frasier](https://www.researchgate.net/profile/Kaitlin_Frasier) recently published a new approach for [Automated classification of dolphin echolocation click types](https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1005823) based on unsupervised network-based classification that has achieved excellent results for classifiying a variety of species. +## Proposed Project Steps +### Preparatory Steps +1. Write a high level summary of click descriptions including the following terms: click detector, click spectra, inter-click-interval, click bout, peak-to-peak amplitude, and click time series. +2. Perform low level signal processing including click detection and definition of an amplitude threshold, spectral calculations and principal-component-analysis (PCA). + +### Replication of Prior Results +3. Re-do the notebooks for the Gulf of Mexico beaked whale dataset. + +