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Topic: syllable-level song-features

ePoster
1 ePoster

In Artificial Intelligence and Behavioral Neuroscience

ePoster · Behavioral Neuroscience

Hacking vocal learning with deep learning: flexible real-time perturbation of zebra finch song

Elizabeth O'Gorman, Drew Schreiner, Richard Mooney, John Pearson · COSYNE 2025

Juvenile male zebra finches learn to produce a single, highly stereotyped song and maintain this song over the course of their adult lives using auditory feedback. Much of what we know of the underlying learning process comes from studies of adult male zebra finches adapting to white noise feedback triggered by either high or low-pitch variants of harmonic stack syllables --- a single static perturbation of a single, simple syllable of a crystallized song. However, zebra finch song is spectrally and temporally rich, with numerous degrees of freedom, and the dynamic learning process must tackle