eLife assessment
This work introduces a Python package, Avian Vocalization Analysis (AVN) that provides several key analysis pipelines for segmentation, annotation, and visualization of zebra finch song. AVN can be used to predict the stage of song development, quantify acoustic similarity, and detect abnormalities associated with deprived auditory feedback or social isolation. The methods are solid and are likely to provide a useful tool for scientists aiming to automate the analysis of large datasets of zebra finch vocalizations.