Vocalizations of the Parus minor Bird: Taxonomy and Automatic Classification

@inproceedings{10.1145/3702336.3702344,
author = {Abzaliev, Artem and Ibaraki, Katsumi and Shibata, Kohei and Mihalcea, Rada},
title = {Vocalizations of the Parus minor Bird: Taxonomy and Automatic Classification},
year = {2024},
isbn = {9798400711756},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3702336.3702344},
doi = {10.1145/3702336.3702344},
abstract = {Previous research has revealed that Japanese tits (Parus minor) use synthetic syntax to combine various elements of their vocalizations and derive complex meanings. We collect and annotate a new dataset of vocalizations produced by the Parus minor bird and develop a full taxonomy of individual phonemes for this species, a total of 91 phonemes of different granularities. We provide an in-depth overview of the phonemes and explore methods to classify them automatically. Our best performing few-shot model achieves 13.9\% multilabel accuracy on the test data.},
booktitle = {Proceedings of the International Conference on Animal-Computer Interaction},
articleno = {8},
numpages = {10},
keywords = {Parus minor, animal vocalizations, machine learning},
location = {
},
series = {ACI '24}
}