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Kris Ford Kaigler on Muck Rack

Kris Ford Kaigler

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Articles

DCUSV: deep clustering of ultrasonic vocalizations in rodents

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By Devin M. Kellis, Marlene Wilson, Christian John O’Reilly, Sabah Shahnoor Anis, Kris Ford Kaigler
| Nature Verified
Abstract Analyzing ultrasonic vocalizations (USVs) is critical for understanding rodents’ emotional states and social behaviors. This work presents Deep Clustering of USVs (DCUSV), an automated deep clustering pipeline for analyzing preprocessed USV contours that addresses key challenges in effectively clustering USVs and revealing distinct patterns in rodent vocal behavior.
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