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jahildebrand authored Nov 20, 2018
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## 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.



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