L2 speech timing analysis based on L1 timing characteristics

Yanlong Zhang, Hiroaki Kato, Mee Sonu, Yoshinori Sagisaka

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Abstract

    Aiming at a better understanding of L2 learning problems resulting from L1 and L2 timing control differences, we analyzed the differences in generation of geminate and singleton consonants which has been known to be a L2 learning problem between Japanese natives and Chinese learners. These differences were analyzed by applying tempo normalization to raw segmental duration measurements. To get a systematic understanding of L2 learners' time control characteristics, speech data of learners with different proficiency and syllable structures was employed. Analyses clearly showed that (1) timing control differences between natives and L2 learners gradually decrease as the learners language proficiency increases, (2) the differences between natives and L2 speakers show big variations depending on the syllable structure and (3) timing control differences can be understood based on timing unit differences between morae and syllables. Based on those findings, preliminary results of a novel training method that provides additional moraic context to isolated speech samples are being presented and showed the effectiveness.

    Original languageEnglish
    Title of host publication2016 Conference of the Oriental Chapter of International Committee for Coordination and Standardization of Speech Databases and Assessment Techniques, O-COCOSDA 2016
    PublisherInstitute of Electrical and Electronics Engineers Inc.
    Pages227-231
    Number of pages5
    ISBN (Electronic)9781509035168
    DOIs
    Publication statusPublished - 2017 May 3
    Event19th Annual Conference of the Oriental Chapter of International Committee for Coordination and Standardization of Speech Databases and Assessment Techniques, O-COCOSDA 2016 - Bali, Indonesia
    Duration: 2016 Oct 262016 Oct 28

    Other

    Other19th Annual Conference of the Oriental Chapter of International Committee for Coordination and Standardization of Speech Databases and Assessment Techniques, O-COCOSDA 2016
    CountryIndonesia
    CityBali
    Period16/10/2616/10/28

    Fingerprint

    training method
    normalization
    learning
    language
    time
    Normalization
    Language
    Training methods

    Keywords

    • L2 speech timing
    • mora-timing
    • second language learning
    • syllable-timing

    ASJC Scopus subject areas

    • Information Systems
    • Signal Processing
    • Information Systems and Management
    • Linguistics and Language

    Cite this

    Zhang, Y., Kato, H., Sonu, M., & Sagisaka, Y. (2017). L2 speech timing analysis based on L1 timing characteristics. In 2016 Conference of the Oriental Chapter of International Committee for Coordination and Standardization of Speech Databases and Assessment Techniques, O-COCOSDA 2016 (pp. 227-231). [7919016] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICSDA.2016.7919016

    L2 speech timing analysis based on L1 timing characteristics. / Zhang, Yanlong; Kato, Hiroaki; Sonu, Mee; Sagisaka, Yoshinori.

    2016 Conference of the Oriental Chapter of International Committee for Coordination and Standardization of Speech Databases and Assessment Techniques, O-COCOSDA 2016. Institute of Electrical and Electronics Engineers Inc., 2017. p. 227-231 7919016.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Zhang, Y, Kato, H, Sonu, M & Sagisaka, Y 2017, L2 speech timing analysis based on L1 timing characteristics. in 2016 Conference of the Oriental Chapter of International Committee for Coordination and Standardization of Speech Databases and Assessment Techniques, O-COCOSDA 2016., 7919016, Institute of Electrical and Electronics Engineers Inc., pp. 227-231, 19th Annual Conference of the Oriental Chapter of International Committee for Coordination and Standardization of Speech Databases and Assessment Techniques, O-COCOSDA 2016, Bali, Indonesia, 16/10/26. https://doi.org/10.1109/ICSDA.2016.7919016
    Zhang Y, Kato H, Sonu M, Sagisaka Y. L2 speech timing analysis based on L1 timing characteristics. In 2016 Conference of the Oriental Chapter of International Committee for Coordination and Standardization of Speech Databases and Assessment Techniques, O-COCOSDA 2016. Institute of Electrical and Electronics Engineers Inc. 2017. p. 227-231. 7919016 https://doi.org/10.1109/ICSDA.2016.7919016
    Zhang, Yanlong ; Kato, Hiroaki ; Sonu, Mee ; Sagisaka, Yoshinori. / L2 speech timing analysis based on L1 timing characteristics. 2016 Conference of the Oriental Chapter of International Committee for Coordination and Standardization of Speech Databases and Assessment Techniques, O-COCOSDA 2016. Institute of Electrical and Electronics Engineers Inc., 2017. pp. 227-231
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