Tunebot dataset access
The Tunebot dataset contains 10000 recordings of people singing fragments of melodies from many songs. To get access to the Tunebot dataset, please give us your email and a description of how you're looking to use the dataset. Thanks!

You can try Tunebot at tunebot.cs.northwestern.edu.
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