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

Tutkimustuotos: Artikkeli kirjassa/raportissa/konferenssijulkaisussaKonferenssiartikkeliTieteellinenvertaisarvioitu

Kuvaus

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.
Alkuperäiskielienglanti
OtsikkoProceedings of the 9th International Conference on Speech Prosody 2018
ToimittajatKatarzyna Klessa, Jolanta Bachan, Agnieszka Wagner, Maciej Karpiński, Daniel Śledziński
Sivumäärä5
KustantajaInternational Speech Communications Association
Julkaisupäivä16 kesäkuuta 2018
Sivut577-581
TilaJulkaistu - 16 kesäkuuta 2018
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisuussa
TapahtumaInternational Conference on Speech Prosody - Poznan, Puola
Kesto: 13 kesäkuuta 201816 kesäkuuta 2018
Konferenssinumero: 9

Julkaisusarja

NimiSProSIG
KustantajaInternational Speech Communications Association
ISSN (elektroninen)2333-2042

Tieteenalat

  • 6121 Kielitieteet

Lainaa tätä

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. teoksessa K. Klessa, J. Bachan, A. Wagner, M. Karpiński, & D. Śledziński (Toimittajat), Proceedings of the 9th International Conference on Speech Prosody 2018 (Sivut 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. Toimittaja / Katarzyna Klessa ; Jolanta Bachan ; Agnieszka Wagner ; Maciej Karpiński ; Daniel Śledziński . International Speech Communications Association, 2018. Sivut 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.",
keywords = "6121 Languages",
author = "Katri Hiovain and Suni, {Antti Santeri} and Juraj Simko and Vainio, {Martti Tapani}",
year = "2018",
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publisher = "International Speech Communications Association",
pages = "577--581",
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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. julkaisussa K Klessa, J Bachan, A Wagner, M Karpiński & D Śledziński (toim), Proceedings of the 9th International Conference on Speech Prosody 2018. SProSIG, International Speech Communications Association, Sivut 577-581, International Conference on Speech Prosody , Poznan, Puola, 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. toim. / Katarzyna Klessa; Jolanta Bachan; Agnieszka Wagner; Maciej Karpiński; Daniel Śledziński . International Speech Communications Association, 2018. s. 577-581 (SProSIG).

Tutkimustuotos: Artikkeli kirjassa/raportissa/konferenssijulkaisussaKonferenssiartikkeliTieteellinenvertaisarvioitu

TY - GEN

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

AU - Hiovain, Katri

AU - Suni, Antti Santeri

AU - Simko, Juraj

AU - Vainio, Martti Tapani

PY - 2018/6/16

Y1 - 2018/6/16

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.

KW - 6121 Languages

M3 - Conference contribution

T3 - SProSIG

SP - 577

EP - 581

BT - Proceedings of the 9th International Conference on Speech Prosody 2018

A2 - Klessa, Katarzyna

A2 - Bachan, Jolanta

A2 - Wagner, Agnieszka

A2 - Karpiński, Maciej

A2 - Śledziński , Daniel

PB - International Speech Communications Association

ER -

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