Different species of birds make different sounds. However, the sounds are so quick and compressed that it can be tough to pick out what is what. So Kyle McDonald, Manny Tan, and Yotam Mann created a “fingerprint” for each bird song and used machine learning to classify. Through the visual browser, you can play sounds and search for bird types. Similar sounds are closer to each other.
Visual collection of bird sounds
Projects by Nathan Yau See All →
Mapping When and Where People Start their Commute
For commuters, the farther away you live from the workplace, the earlier you have to leave your house to get to work on time. How much does that start time change the farther out you get?