Mapping areal variation and majority language influence in North Sámi using hierarchical prosodic analysis

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Abstract

We present results of a statistical hierarchical analysis of areal variation in prosody of spoken North Sámi languages. The hierarchical analysis method compares unigram models using cross-entropy measure. The models depict distributions of delta-features of f0 and energy signals decomposed using Continuous Wavelet Transform. These signals are obtained from speech recordings of five areal North Sámi varieties recorded in sites in northern Finland and Norway. We evaluate three potential sources of areal variation in prosodic characteristics of these five areal varieties: (1) traditional dialectal analysis of North Sámi, (2) influence of the relevant majority languages, and (3) geographical distance. Our results show a significant positive correlation between cross-entropy distances between models and geographical distances between recording sites, demonstrating a viability of the method for typological analysis. Prosodic characteristics of the areal varieties are also influenced by majority languages, and, to a smaller degree, by differences between the North Sámi dialectal varieties.
Original languageEnglish
Title of host publicationProceedings of the 9th International Conference on Speech Prosody 2018
EditorsKatarzyna Klessa, Jolanta Bachan, Agnieszka Wagner, Maciej Karpiński, Daniel Śledziński
Number of pages5
PublisherInternational Speech Communications Association
Publication date16 Jun 2018
Pages577-581
Publication statusPublished - 16 Jun 2018
MoE publication typeA4 Article in conference proceedings
EventInternational Conference on Speech Prosody - Poznan, Poland
Duration: 13 Jun 201816 Jun 2018
Conference number: 9

Publication series

NameSProSIG
PublisherInternational Speech Communications Association
ISSN (Electronic)2333-2042

Fields of Science

  • 6121 Languages

Cite this

Hiovain, K., Suni, A. S., Simko, J., & Vainio, M. T. (2018). Mapping areal variation and majority language influence in North Sámi using hierarchical prosodic analysis. In K. Klessa, J. Bachan, A. Wagner, M. Karpiński, & D. Śledziński (Eds.), Proceedings of the 9th International Conference on Speech Prosody 2018 (pp. 577-581). (SProSIG). International Speech Communications Association.
Hiovain, Katri ; Suni, Antti Santeri ; Simko, Juraj ; Vainio, Martti Tapani. / Mapping areal variation and majority language influence in North Sámi using hierarchical prosodic analysis. Proceedings of the 9th International Conference on Speech Prosody 2018. editor / Katarzyna Klessa ; Jolanta Bachan ; Agnieszka Wagner ; Maciej Karpiński ; Daniel Śledziński . International Speech Communications Association, 2018. pp. 577-581 (SProSIG).
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title = "Mapping areal variation and majority language influence in North S{\'a}mi using hierarchical prosodic analysis",
abstract = "We present results of a statistical hierarchical analysis of areal variation in prosody of spoken North S{\'a}mi languages. The hierarchical analysis method compares unigram models using cross-entropy measure. The models depict distributions of delta-features of f0 and energy signals decomposed using Continuous Wavelet Transform. These signals are obtained from speech recordings of five areal North S{\'a}mi varieties recorded in sites in northern Finland and Norway. We evaluate three potential sources of areal variation in prosodic characteristics of these five areal varieties: (1) traditional dialectal analysis of North S{\'a}mi, (2) influence of the relevant majority languages, and (3) geographical distance. Our results show a significant positive correlation between cross-entropy distances between models and geographical distances between recording sites, demonstrating a viability of the method for typological analysis. Prosodic characteristics of the areal varieties are also influenced by majority languages, and, to a smaller degree, by differences between the North S{\'a}mi dialectal varieties.",
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Hiovain, K, Suni, AS, Simko, J & Vainio, MT 2018, Mapping areal variation and majority language influence in North Sámi using hierarchical prosodic analysis. in K Klessa, J Bachan, A Wagner, M Karpiński & D Śledziński (eds), Proceedings of the 9th International Conference on Speech Prosody 2018. SProSIG, International Speech Communications Association, pp. 577-581, International Conference on Speech Prosody , Poznan, Poland, 13/06/2018.

Mapping areal variation and majority language influence in North Sámi using hierarchical prosodic analysis. / Hiovain, Katri; Suni, Antti Santeri; Simko, Juraj; Vainio, Martti Tapani.

Proceedings of the 9th International Conference on Speech Prosody 2018. ed. / Katarzyna Klessa; Jolanta Bachan; Agnieszka Wagner; Maciej Karpiński; Daniel Śledziński . International Speech Communications Association, 2018. p. 577-581 (SProSIG).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

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T1 - Mapping areal variation and majority language influence in North Sámi using hierarchical prosodic analysis

AU - Hiovain, Katri

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N2 - We present results of a statistical hierarchical analysis of areal variation in prosody of spoken North Sámi languages. The hierarchical analysis method compares unigram models using cross-entropy measure. The models depict distributions of delta-features of f0 and energy signals decomposed using Continuous Wavelet Transform. These signals are obtained from speech recordings of five areal North Sámi varieties recorded in sites in northern Finland and Norway. We evaluate three potential sources of areal variation in prosodic characteristics of these five areal varieties: (1) traditional dialectal analysis of North Sámi, (2) influence of the relevant majority languages, and (3) geographical distance. Our results show a significant positive correlation between cross-entropy distances between models and geographical distances between recording sites, demonstrating a viability of the method for typological analysis. Prosodic characteristics of the areal varieties are also influenced by majority languages, and, to a smaller degree, by differences between the North Sámi dialectal varieties.

AB - We present results of a statistical hierarchical analysis of areal variation in prosody of spoken North Sámi languages. The hierarchical analysis method compares unigram models using cross-entropy measure. The models depict distributions of delta-features of f0 and energy signals decomposed using Continuous Wavelet Transform. These signals are obtained from speech recordings of five areal North Sámi varieties recorded in sites in northern Finland and Norway. We evaluate three potential sources of areal variation in prosodic characteristics of these five areal varieties: (1) traditional dialectal analysis of North Sámi, (2) influence of the relevant majority languages, and (3) geographical distance. Our results show a significant positive correlation between cross-entropy distances between models and geographical distances between recording sites, demonstrating a viability of the method for typological analysis. Prosodic characteristics of the areal varieties are also influenced by majority languages, and, to a smaller degree, by differences between the North Sámi dialectal varieties.

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Hiovain K, Suni AS, Simko J, Vainio MT. Mapping areal variation and majority language influence in North Sámi using hierarchical prosodic analysis. In Klessa K, Bachan J, Wagner A, Karpiński M, Śledziński D, editors, Proceedings of the 9th International Conference on Speech Prosody 2018. International Speech Communications Association. 2018. p. 577-581. (SProSIG).