Statistical Learning of a Tonal Language: the Influence of Bilingualism and Previous Linguistic Experience

Overview

Journal Front Psychol

Date 2014 Sep 19

PMID 25232344

Citations 19

Authors

Tianlin Wang

Jenny R Saffran

Affiliations

Soon will be listed here.

Abstract

While research shows that adults attend to both segmental and suprasegmental regularities in speech, including syllabic transitional probabilities as well as stress and intonational patterns, little is known about how statistical learning operates given input from tonal languages. In the current study, we designed an artificial tone language to address several questions: can adults track regularities in a tonal language? Is learning enhanced by previous exposure to tone-marking languages? Does bilingualism affect learning in this task? To address these questions, we contrasted the performance of English monolingual adults (Experiment 1), Mandarin monolingual and Mandarin-English bilingual adults (Experiment 2), and non-tonal bilingual adults (Experiment 3) in a statistical learning task using an artificial tone language. The pattern of results suggests that while prior exposure to tonal languages did not lead to significant improvements in performance, bilingual experience did enhance learning outcomes. This study represents the first demonstration of statistical learning of an artificial tone language and suggests a complex interplay between prior language experience and subsequent language learning.

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References

Myers J, Jusczyk P, Kemler Nelson D, Charles-Luce J, Woodward A, Hirsh-Pasek K . Infants' sensitivity to word boundaries in fluent speech. J Child Lang. 1996; 23(1):1-30. DOI: 10.1017/s0305000900010072. View

Thiessen E, Saffran J . When cues collide: use of stress and statistical cues to word boundaries by 7- to 9-month-old infants. Dev Psychol. 2003; 39(4):706-16. DOI: 10.1037/0012-1649.39.4.706. View

Majerus S, Poncelet M, Van der Linden M, Weekes B . Lexical learning in bilingual adults: the relative importance of short-term memory for serial order and phonological knowledge. Cognition. 2007; 107(2):395-419. DOI: 10.1016/j.cognition.2007.10.003. View

Hay J, Saffran J . Rhythmic grouping biases constrain infant statistical learning. Infancy. 2013; 17(6):610-641. PMC: 3667627. DOI: 10.1111/j.1532-7078.2011.00110.x. View

Liu H, Tsao F, Kuhl P . Acoustic analysis of lexical tone in Mandarin infant-directed speech. Dev Psychol. 2007; 43(4):912-7. DOI: 10.1037/0012-1649.43.4.912. View

Costa A, Hernandez M, Sebastian-Galles N . Bilingualism aids conflict resolution: evidence from the ANT task. Cognition. 2007; 106(1):59-86. DOI: 10.1016/j.cognition.2006.12.013. View

Saffran J, Johnson E, Aslin R, Newport E . Statistical learning of tone sequences by human infants and adults. Cognition. 1999; 70(1):27-52. DOI: 10.1016/s0010-0277(98)00075-4. View

Kaushanskaya M, Marian V . The bilingual advantage in novel word learning. Psychon Bull Rev. 2009; 16(4):705-10. DOI: 10.3758/PBR.16.4.705. View

Kovacs A, Mehler J . Flexible learning of multiple speech structures in bilingual infants. Science. 2009; 325(5940):611-2. DOI: 10.1126/science.1173947. View

10.

Creel S, Tanenhaus M, Aslin R . Consequences of lexical stress on learning an artificial lexicon. J Exp Psychol Learn Mem Cogn. 2006; 32(1):15-32. DOI: 10.1037/0278-7393.32.1.15. View

11.

Keating P, Kuo G . Comparison of speaking fundamental frequency in English and Mandarin. J Acoust Soc Am. 2012; 132(2):1050-60. DOI: 10.1121/1.4730893. View

12.

Saffran J, Aslin R, Newport E . Statistical learning by 8-month-old infants. Science. 1996; 274(5294):1926-8. DOI: 10.1126/science.274.5294.1926. View

13.

Bialystok E, Craik F, Klein R, Viswanathan M . Bilingualism, aging, and cognitive control: evidence from the Simon task. Psychol Aging. 2004; 19(2):290-303. DOI: 10.1037/0882-7974.19.2.290. View

14.

Turk-Browne N, Scholl B, Johnson M, Chun M . Implicit perceptual anticipation triggered by statistical learning. J Neurosci. 2010; 30(33):11177-87. PMC: 2947492. DOI: 10.1523/JNEUROSCI.0858-10.2010. View

15.

Finn A, Hudson Kam C . The curse of knowledge: first language knowledge impairs adult learners' use of novel statistics for word segmentation. Cognition. 2008; 108(2):477-99. DOI: 10.1016/j.cognition.2008.04.002. View

16.

Shukla M, Nespor M, Mehler J . An interaction between prosody and statistics in the segmentation of fluent speech. Cogn Psychol. 2006; 54(1):1-32. DOI: 10.1016/j.cogpsych.2006.04.002. View

17.

Pelucchi B, Hay J, Saffran J . Statistical learning in a natural language by 8-month-old infants. Child Dev. 2009; 80(3):674-85. PMC: 3883431. DOI: 10.1111/j.1467-8624.2009.01290.x. View

18.

Bidelman G, Hutka S, Moreno S . Tone language speakers and musicians share enhanced perceptual and cognitive abilities for musical pitch: evidence for bidirectionality between the domains of language and music. PLoS One. 2013; 8(4):e60676. PMC: 3614545. DOI: 10.1371/journal.pone.0060676. View

19.

Bartolotti J, Marian V, Schroeder S, Shook A . Bilingualism and inhibitory control influence statistical learning of novel word forms. Front Psychol. 2011; 2:324. PMC: 3223905. DOI: 10.3389/fpsyg.2011.00324. View

20.

Schon D, Boyer M, Moreno S, Besson M, Peretz I, Kolinsky R . Songs as an aid for language acquisition. Cognition. 2007; 106(2):975-83. DOI: 10.1016/j.cognition.2007.03.005. View