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The bouba/kiki effect is robust across cultures and writing systems
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In: ISSN: 0962-8436 ; EISSN: 1471-2970 ; Philosophical Transactions of the Royal Society B: Biological Sciences ; https://hal.archives-ouvertes.fr/hal-03511811 ; Philosophical Transactions of the Royal Society B: Biological Sciences, Royal Society, The, 2022, 377 (1841), ⟨10.1098/rstb.2020.0390⟩ (2022)
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What conditions tone paradigms in Yukuna: Phonological and machine learning approaches
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In: Glossa: a journal of general linguistics (2016-2021) ; https://hal.archives-ouvertes.fr/hal-03435804 ; Glossa: a journal of general linguistics (2016-2021), Ubiquity Press, 2021, 6 (1), pp.1-22. ⟨10.5334/gjgl.1276⟩ (2021)
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Abstract:
International audience ; Yukuna is an understudied Arawak language of North-West Amazonia with a privative tonal system. In this system, roots are underlyingly specified for tone, whilst affixes are toneless. However, affixation interacts with tone, leading to many variations in surface tonal patterns. This paper puts forth a qualitative analysis of Yukuna’s tonal system, and provides data-driven evidence in favor of this analysis using machine learning methods. More precisely, we use decision trees and random forests to assess quantitatively the predictions of the phonological analysis. A manually annotated corpus of verbal paradigms was split into a training and a testing set. We trained the computational classifiers on the first and tested their predictions on the second. We found that they predict the majority of the patterns and support the qualitative analysis. Additionally, they suggest avenues for enhancing the phonological analysis, by providing a ranking of the variables that highlight statistical tendencies within tonal patterns. Besides its contribution to understanding tonal systems in general and of that of Yukuna in particular, our work also suggests that such machine learning approaches might become part of the complex theoretical and methodological toolkit needed for language description and linguistic theory development.
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Keyword:
[SHS.LANGUE]Humanities and Social Sciences/Linguistics
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URL: https://hal.archives-ouvertes.fr/hal-03435804/file/glossa-5440-lemus-serrano.pdf
https://hal.archives-ouvertes.fr/hal-03435804
https://hal.archives-ouvertes.fr/hal-03435804/document
https://doi.org/10.5334/gjgl.1276
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Novel vocalizations are understood across cultures
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In: ISSN: 2045-2322 ; EISSN: 2045-2322 ; Scientific Reports ; https://halshs.archives-ouvertes.fr/halshs-03228519 ; Scientific Reports, Nature Publishing Group, 2021, 11, pp.10108. ⟨10.1038/s41598-021-89445-4⟩ (2021)
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Identifying the Russian voiceless non-palatalized fricatives /f/, /s/, and /ʃ/ from acoustic cues using machine learning
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In: ISSN: 0001-4966 ; EISSN: 1520-8524 ; Journal of the Acoustical Society of America ; https://hal.archives-ouvertes.fr/hal-03435810 ; Journal of the Acoustical Society of America, Acoustical Society of America, 2021, 150 (3), pp.1806-1820. ⟨10.1121/10.0005950⟩ (2021)
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Interindividual Variation Refuses to Go Away: A Bayesian Computer Model of Language Change in Communicative Networks
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In: ISSN: 1664-1078 ; Frontiers in Psychology ; https://hal.archives-ouvertes.fr/hal-03435808 ; Frontiers in Psychology, Frontiers, 2021, 12, pp.2176. ⟨10.3389/fpsyg.2021.626118⟩ (2021)
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Tone and genes: new cross-linguistic data and methods support the weak negative effect of the "derived" allele of ASPM on tone, but not of Microcephalin -- full data and analysis ...
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Tone and genes: new cross-linguistic data and methods support the weak negative effect of the "derived" allele of ASPM on tone, but not of Microcephalin -- full data and analysis ...
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What conditions tone paradigms in Yukuna: Phonological and machine learning approaches
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In: Glossa: a journal of general linguistics; Vol 6, No 1 (2021); 60 ; 2397-1835 (2021)
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Supplementary information for "Environment and culture shape both the colour lexicon and the genetics of colour perception" ...
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Supplementary information for "Environment and culture shape both the colour lexicon and the genetics of colour perception" ...
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| 11 |
Environment and culture shape both the colour lexicon and the genetics of colour perception
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In: Sci Rep (2021)
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Tone and genes: New cross-linguistic data and methods support the weak negative effect of the “derived” allele of ASPM on tone, but not of Microcephalin
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In: PLoS One (2021)
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Interindividual Variation Refuses to Go Away: A Bayesian Computer Model of Language Change in Communicative Networks
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In: Front Psychol (2021)
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Foraging postures are a potential communicative signal in female bonobos
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In: ISSN: 2045-2322 ; EISSN: 2045-2322 ; Scientific Reports ; https://hal.archives-ouvertes.fr/hal-03063820 ; Scientific Reports, Nature Publishing Group, 2020, 10 (1), ⟨10.1038/s41598-020-72451-3⟩ (2020)
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The effects of larynx height on vowel production are mitigated by the active control of articulators
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In: ISSN: 0095-4470 ; EISSN: 1095-8576 ; Journal of Phonetics ; https://hal.archives-ouvertes.fr/hal-03484781 ; Journal of Phonetics, Elsevier, 2019, 74, pp.1 - 17. ⟨10.1016/j.wocn.2019.02.002⟩ (2019)
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Biology matters: Variation in vocal tract anatomy and language ...
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Data for: The effects of larynx height on vowel production are mitigated by the active control of articulators ...
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Data for: The effects of larynx height on vowel production are mitigated by the active control of articulators ...
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Pushes and pulls from below: Anatomical variation, articulation and sound change
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In: Glossa: a journal of general linguistics; Vol 4, No 1 (2019); 7 ; 2397-1835 (2019)
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Different languages, similar encoding efficiency: Comparable information rates across the human communicative niche
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