Creaky voice and utterance fluency measures in predicting fluency and oral proficiency of spontaneous L2 Finnish

Heini Kallio, Rosa Suviranta, M. Kuronen, Anna von Zansen
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Abstract

While utterance fluency measures are often studied in relation to perceived L2 fluency and proficiency, the effect of creaky voice remains ignored. However, creaky voice is frequent in a number of languages, including Finnish, where it serves as a cue for phrase-boundaries and turn-taking. In this study we investigate the roles of creaky voice and utterance fluency measures in predicting fluency and proficiency ratings of spontaneous L2 Finnish (F2) speech. In so doing, 16 expert raters participated in assessing narrative spontaneous speech samples from 160 learners of Finnish. The effect of creaky voice and utterance fluency measures on proficiency and fluency ratings was studied using linear regression models. The results indicate that creaky voice can contribute to both oral proficiency and fluency alongside utterance fluency measures. Furthermore, average duration of composite breaks – a measure combining breakdown and repair phenomena – proved to be the most significant predictor of fluency. Based on these findings we recommend further investigation of the effect of creaky voice to the assessment of L2 speech as well as reconsideration of the utterance fluency measures used in predicting L2 fluency or proficiency.
沙哑声音和话语流畅性测量对自发性第二语言芬兰语流畅性和口语熟练程度的预测
虽然人们经常研究言语流利度对二语流利度和熟练程度的影响,但人们往往忽视了声音沙哑的影响。然而,沙哑的声音在包括芬兰语在内的许多语言中都很常见,它可以作为短语边界和轮流的提示。在这项研究中,我们探讨了吱吱声和话语流畅度测量在预测自发性二语芬兰语(F2)语言流畅性和熟练程度评分中的作用。在此过程中,16位专家评分员参与了对160名芬兰语学习者的叙述性自发语音样本的评估。采用线性回归模型研究了声音沙哑和话语流畅度测量对熟练程度和流畅度评分的影响。结果表明,沙哑的声音有助于提高口语的熟练程度和流利程度,同时也有助于提高话语的流利程度。此外,复合中断的平均持续时间——一种结合故障和修复现象的测量方法——被证明是流利程度的最重要预测指标。基于这些发现,我们建议进一步研究声音沙哑对二语言语评估的影响,并重新考虑用于预测二语流利或熟练程度的话语流利度测量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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