Ratree Wayland, Rachel Meyer, Sophia Vellozzi, Kevin Tang
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Unlike traditional quantitative acoustic methods that focus on measuring the physical properties of speech sounds, Phonet utilizes recurrent neural networks to predict the posterior probabilities of phonological features, particularly sonorant and continuant characteristics, which are central to the lenition process. <b>Results:</b> The results indicated that while learners showed progress in producing the fricative-like variants of lenition during the SA program and understood how to produce lenition in appropriate contexts, the retention of these phonological gains was not sustained after their return. Additionally, unlike native speakers, the learners never fully achieved the approximant-like realization of lenition. <b>Conclusions:</b> These findings underscore the need for sustained exposure and practice beyond the SA experience to ensure the long-term retention of L2 phonological patterns. 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引用次数: 0
摘要
研究目的本研究调查了以英语为母语的学生在出国留学(SA)期间,在西班牙语停辅音的发音过程中,辅音弱化(或称 "lenition")的程度。在特定的语音环境中,浊塞音(/b/, /d/, /ɡ/)通常会弱化为摩擦音或近似音。对于第二语言学习者来说,掌握这一微妙的发音过程对于达到母语发音水平至关重要。学习方法为了评估学习者在学习连读方面的进展,我们采用了深度学习模型 Phonet。与侧重于测量语音物理特性的传统定量声学方法不同,Phonet 利用递归神经网络来预测语音特征的后验概率,尤其是作为 "连读 "过程核心的声母和连读特征。结果显示结果表明,虽然学习者在 SA 课程期间在发出类似于摩擦音的变体的连读方面取得了进步,并理解了如何在适当的语境中发出连读,但这些语音成果在他们返回后并没有得到保持。此外,与母语学习者不同的是,学习者从未完全实现近似于摩擦音的连读。结论:这些研究结果表明,除了 SA 体验之外,还需要持续的接触和练习,以确保 L2 语音模式的长期保持。虽然 SA 课程为提高 L2 的发音提供了宝贵的机会,但还应辅之以持续的支持,以巩固和扩大沉浸式体验中取得的成果。
Lenition in L2 Spanish: The Impact of Study Abroad on Phonological Acquisition.
Objective: This study investigated the degrees of lenition, or consonantal weakening, in the production of Spanish stop consonants by native English speakers during a study abroad (SA) program. Lenition is a key phonological process in Spanish, where voiced stops (/b/, /d/, /ɡ/) typically weaken to fricatives or approximants in specific phonetic environments. For L2 learners, mastering this subtle process is essential for achieving native-like pronunciation. Methods: To assess the learners' progress in acquiring lenition, we employed Phonet, a deep learning model. Unlike traditional quantitative acoustic methods that focus on measuring the physical properties of speech sounds, Phonet utilizes recurrent neural networks to predict the posterior probabilities of phonological features, particularly sonorant and continuant characteristics, which are central to the lenition process. Results: The results indicated that while learners showed progress in producing the fricative-like variants of lenition during the SA program and understood how to produce lenition in appropriate contexts, the retention of these phonological gains was not sustained after their return. Additionally, unlike native speakers, the learners never fully achieved the approximant-like realization of lenition. Conclusions: These findings underscore the need for sustained exposure and practice beyond the SA experience to ensure the long-term retention of L2 phonological patterns. While SA programs offer valuable opportunities for enhancing L2 pronunciation, they should be supplemented with ongoing support to consolidate and extend the gains achieved during the immersive experience.
期刊介绍:
Brain Sciences (ISSN 2076-3425) is a peer-reviewed scientific journal that publishes original articles, critical reviews, research notes and short communications in the areas of cognitive neuroscience, developmental neuroscience, molecular and cellular neuroscience, neural engineering, neuroimaging, neurolinguistics, neuropathy, systems neuroscience, and theoretical and computational neuroscience. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible. There is no restriction on the length of the papers. The full experimental details must be provided so that the results can be reproduced. Electronic files or software regarding the full details of the calculation and experimental procedure, if unable to be published in a normal way, can be deposited as supplementary material.