Automatic Classification

Our early methods for automatically classifying bird phrases were primarily with Hidden Markov Models. These required a fairly large training set.

David Cohen, then an undergraduate in the Department of Electrical Engineering, improved on this with Support Vector Machines, available for Linux systems through


Sensor Arrays

Travis Collier and Lewis Girod are largely responsible for developing the sensor arrays that are central to our research effort.