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Parallels in the sequential organization of birdsong and human speech

Human speech possesses a rich hierarchical structure that allows for meaning to be altered by words spaced far apart in time. Conversely, the sequential structure of nonhuman communication is thought to follow non-hierarchical Markovian dynamics operating over only short distances. Here, we show tha...

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Autores principales: Sainburg, Tim, Theilman, Brad, Thielk, Marvin, Gentner, Timothy Q.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6690877/
https://www.ncbi.nlm.nih.gov/pubmed/31406118
http://dx.doi.org/10.1038/s41467-019-11605-y
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author Sainburg, Tim
Theilman, Brad
Thielk, Marvin
Gentner, Timothy Q.
author_facet Sainburg, Tim
Theilman, Brad
Thielk, Marvin
Gentner, Timothy Q.
author_sort Sainburg, Tim
collection PubMed
description Human speech possesses a rich hierarchical structure that allows for meaning to be altered by words spaced far apart in time. Conversely, the sequential structure of nonhuman communication is thought to follow non-hierarchical Markovian dynamics operating over only short distances. Here, we show that human speech and birdsong share a similar sequential structure indicative of both hierarchical and Markovian organization. We analyze the sequential dynamics of song from multiple songbird species and speech from multiple languages by modeling the information content of signals as a function of the sequential distance between vocal elements. Across short sequence-distances, an exponential decay dominates the information in speech and birdsong, consistent with underlying Markovian processes. At longer sequence-distances, the decay in information follows a power law, consistent with underlying hierarchical processes. Thus, the sequential organization of acoustic elements in two learned vocal communication signals (speech and birdsong) shows functionally equivalent dynamics, governed by similar processes.
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spelling pubmed-66908772019-08-14 Parallels in the sequential organization of birdsong and human speech Sainburg, Tim Theilman, Brad Thielk, Marvin Gentner, Timothy Q. Nat Commun Article Human speech possesses a rich hierarchical structure that allows for meaning to be altered by words spaced far apart in time. Conversely, the sequential structure of nonhuman communication is thought to follow non-hierarchical Markovian dynamics operating over only short distances. Here, we show that human speech and birdsong share a similar sequential structure indicative of both hierarchical and Markovian organization. We analyze the sequential dynamics of song from multiple songbird species and speech from multiple languages by modeling the information content of signals as a function of the sequential distance between vocal elements. Across short sequence-distances, an exponential decay dominates the information in speech and birdsong, consistent with underlying Markovian processes. At longer sequence-distances, the decay in information follows a power law, consistent with underlying hierarchical processes. Thus, the sequential organization of acoustic elements in two learned vocal communication signals (speech and birdsong) shows functionally equivalent dynamics, governed by similar processes. Nature Publishing Group UK 2019-08-12 /pmc/articles/PMC6690877/ /pubmed/31406118 http://dx.doi.org/10.1038/s41467-019-11605-y Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Sainburg, Tim
Theilman, Brad
Thielk, Marvin
Gentner, Timothy Q.
Parallels in the sequential organization of birdsong and human speech
title Parallels in the sequential organization of birdsong and human speech
title_full Parallels in the sequential organization of birdsong and human speech
title_fullStr Parallels in the sequential organization of birdsong and human speech
title_full_unstemmed Parallels in the sequential organization of birdsong and human speech
title_short Parallels in the sequential organization of birdsong and human speech
title_sort parallels in the sequential organization of birdsong and human speech
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6690877/
https://www.ncbi.nlm.nih.gov/pubmed/31406118
http://dx.doi.org/10.1038/s41467-019-11605-y
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