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Scaling Laws for Phonotactic Complexity in Spoken English Language Data
Two prominent statistical laws in language and other complex systems are Zipf’s law and Heaps’ law. We investigate the extent to which these two laws apply to the linguistic domain of phonotactics—that is, to sequences of sounds. We analyze phonotactic sequences with different lengths within words a...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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SAGE Publications
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8406375/ https://www.ncbi.nlm.nih.gov/pubmed/32744167 http://dx.doi.org/10.1177/0023830920944445 |
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author | Baumann, Andreas Kaźmierski, Kamil Matzinger, Theresa |
author_facet | Baumann, Andreas Kaźmierski, Kamil Matzinger, Theresa |
author_sort | Baumann, Andreas |
collection | PubMed |
description | Two prominent statistical laws in language and other complex systems are Zipf’s law and Heaps’ law. We investigate the extent to which these two laws apply to the linguistic domain of phonotactics—that is, to sequences of sounds. We analyze phonotactic sequences with different lengths within words and across word boundaries taken from a corpus of spoken English (Buckeye). We demonstrate that the expected relationship between the two scaling laws can only be attested when boundary spanning phonotactic sequences are also taken into account. Furthermore, it is shown that Zipf’s law exhibits both high goodness-of-fit and a high scaling coefficient if sequences of more than two sounds are considered. Our results support the notion that phonotactic cognition employs information about boundary spanning phonotactic sequences. |
format | Online Article Text |
id | pubmed-8406375 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-84063752021-09-01 Scaling Laws for Phonotactic Complexity in Spoken English Language Data Baumann, Andreas Kaźmierski, Kamil Matzinger, Theresa Lang Speech Articles Two prominent statistical laws in language and other complex systems are Zipf’s law and Heaps’ law. We investigate the extent to which these two laws apply to the linguistic domain of phonotactics—that is, to sequences of sounds. We analyze phonotactic sequences with different lengths within words and across word boundaries taken from a corpus of spoken English (Buckeye). We demonstrate that the expected relationship between the two scaling laws can only be attested when boundary spanning phonotactic sequences are also taken into account. Furthermore, it is shown that Zipf’s law exhibits both high goodness-of-fit and a high scaling coefficient if sequences of more than two sounds are considered. Our results support the notion that phonotactic cognition employs information about boundary spanning phonotactic sequences. SAGE Publications 2020-08-01 2021-09 /pmc/articles/PMC8406375/ /pubmed/32744167 http://dx.doi.org/10.1177/0023830920944445 Text en © The Author(s) 2020 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Articles Baumann, Andreas Kaźmierski, Kamil Matzinger, Theresa Scaling Laws for Phonotactic Complexity in Spoken English Language Data |
title | Scaling Laws for Phonotactic Complexity in Spoken English Language Data |
title_full | Scaling Laws for Phonotactic Complexity in Spoken English Language Data |
title_fullStr | Scaling Laws for Phonotactic Complexity in Spoken English Language Data |
title_full_unstemmed | Scaling Laws for Phonotactic Complexity in Spoken English Language Data |
title_short | Scaling Laws for Phonotactic Complexity in Spoken English Language Data |
title_sort | scaling laws for phonotactic complexity in spoken english language data |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8406375/ https://www.ncbi.nlm.nih.gov/pubmed/32744167 http://dx.doi.org/10.1177/0023830920944445 |
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