1. Evidence for Vocal Flexibility in Wild Siamang (Symphalangus syndactylus) Ululating Scream Phrases.
- Author
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D'Agostino, Justin, Spehar, Stephanie, Abdullah, Abdullah, and Clink, Dena J.
- Subjects
TERMS & phrases ,SUPPORT vector machines - Abstract
Nonhuman primate vocalizations have been traditionally described as stereotyped and most likely genetically determined. However, there is increasing evidence of flexibility with a wide variety of species demonstrating the ability to change aspects of their calls, such as note order and phrase duration. We assess patterns of variation in note order and temporal features in wild siamang (Symphalangus syndactylus) phrases. We used three types of analyses on 1,015 ululating scream phrases (US-II), containing 21,609 notes, produced by ten siamang groups at three field sites. First, to assess similarity or differences in the organization of notes in the US-II phrase, we calculated the Levenshtein distance (LD), which quantifies the similarity of sequences of strings through the number of insertions, deletions, and substitutions required to transform one into the other. Second, we used a supervised classification approach to see how well we could assign US-II phrases to their groups and sites. Third, we compared five unsupervised clustering algorithms to investigate the tendency to cluster in US-II phrase types. The note order of the US-II phrase was variable shown by relatively large LD values; there also were significant mean differences between groups. Supervised classification using support vector machine and leave-one-out cross-validation returned 89.5% accuracy for site and 53.1% for group. For unsupervised clustering, the most stable solution based on the Silhouette coefficient returned four unique clusters or classes of the US-II phrase in our dataset. Our findings indicate high levels of intragroup variation in the US-II phrase and are consistent with previous reports on siamang vocalizations being flexible. Quantifying variation in the siamang US-II phrase provides a crucial first step in understanding the evolutionary forces that shaped these signals and the potential information they convey. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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