Machine learning and statistical classification of birdsong link vocal acoustic features with phylogeny

Birdsong is a longstanding model system for studying evolution and biodiversity. Here, we collected and analyzed high quality song recordings from seven species in the family Estrildidae. We measured the acoustic features of syllables and then used dimensionality reduction and machine learning class...

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Detalles Bibliográficos
Autores principales: Rivera, Moises, Edwards, Jacob A., Hauber, Mark E., Woolley, Sarah M. N.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10151348/
https://www.ncbi.nlm.nih.gov/pubmed/37127781
http://dx.doi.org/10.1038/s41598-023-33825-5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10151348/
https://www.ncbi.nlm.nih.gov/pubmed/37127781
http://dx.doi.org/10.1038/s41598-023-33825-5

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