A shared-task benchmark shows a simple CNN on audible-range spectrograms distinguishes autism-model mice from wild-type mice with UAR around 0.60 at segment level and 0.625 at subject level.
For all subjects, we collect one recording at an early development stage, more specifically8days after their birth, i.e., Postnatal Day8(P08)
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MADUV: The 1st INTERSPEECH Mice Autism Detection via Ultrasound Vocalization Challenge
A shared-task benchmark shows a simple CNN on audible-range spectrograms distinguishes autism-model mice from wild-type mice with UAR around 0.60 at segment level and 0.625 at subject level.