Literature DB >> 24729760

SPEECH SEGMENTATION IN A SIMULATED BILINGUAL ENVIRONMENT: A CHALLENGE FOR STATISTICAL LEARNING?

Daniel J Weiss1, Chip Gerfen2, Aaron D Mitchel1.   

Abstract

Studies using artificial language streams indicate that infants and adults can use statistics to correctly segment words. However, most studies have utilized only a single input language. Given the prevalence of bilingualism, how is multiple language input segmented? One particular problem may occur if learners combine input across languages: the statistics of particular units that overlap different languages may subsequently change and disrupt correct segmentation. Our study addresses this issue by employing artificial language streams to simulate the earliest stages of segmentation in adult L2-learners. In four experiments, participants tracked multiple sets of statistics for two artificial languages. Our results demonstrate that adult learners can track two sets of statistics simultaneously, suggesting that they form multiple representations when confronted with bilingual input. This work, along with planned infant experiments, informs a central issue in bilingualism research, namely, determining at what point listeners can form multiple representations when exposed to multiple languages.

Entities:  

Keywords:  Bilingualism; Language Differentiation; Language Segmentation; Multiple Representations; Statistical Learning

Year:  2009        PMID: 24729760      PMCID: PMC3981102          DOI: 10.1080/15475440802340101

Source DB:  PubMed          Journal:  Lang Learn Dev        ISSN: 1547-3341


  30 in total

1.  Auditory priming: implicit and explicit memory for words and voices.

Authors:  D L Schacter; B A Church
Journal:  J Exp Psychol Learn Mem Cogn       Date:  1992-09       Impact factor: 3.051

2.  Talker-specific learning in speech perception.

Authors:  L C Nygaard; D B Pisoni
Journal:  Percept Psychophys       Date:  1998-04

3.  A precursor of language acquisition in young infants.

Authors:  J Mehler; P Jusczyk; G Lambertz; N Halsted; J Bertoncini; C Amiel-Tison
Journal:  Cognition       Date:  1988-07

Review 4.  Speech perception: from signal to word.

Authors:  J L Miller; P D Eimas
Journal:  Annu Rev Psychol       Date:  1995       Impact factor: 24.137

5.  Language differentiation by the bilingual infant.

Authors:  M M Vihman
Journal:  J Child Lang       Date:  1985-06

6.  Segmentation of the speech stream in a non-human primate: statistical learning in cotton-top tamarins.

Authors:  M D Hauser; E L Newport; R N Aslin
Journal:  Cognition       Date:  2001-03

7.  Speech segmentation by statistical learning depends on attention.

Authors:  Juan M Toro; Scott Sinnett; Salvador Soto-Faraco
Journal:  Cognition       Date:  2005-04-18

8.  Language discrimination by human newborns and by cotton-top tamarin monkeys.

Authors:  F Ramus; M D Hauser; C Miller; D Morris; J Mehler
Journal:  Science       Date:  2000-04-14       Impact factor: 47.728

9.  The role of speech rhythm in language discrimination: further tests with a non-human primate.

Authors:  Ruth Tincoff; Marc Hauser; Fritz Tsao; Geertrui Spaepen; Franck Ramus; Jacques Mehler
Journal:  Dev Sci       Date:  2005-01

10.  The use of prosodic cues in language discrimination tasks by rats.

Authors:  Juan M Toro; Josep B Trobalon; Núria Sebastián-Gallés
Journal:  Anim Cogn       Date:  2003-05-01       Impact factor: 3.084

View more
  30 in total

1.  Incremental implicit learning of bundles of statistical patterns.

Authors:  Ting Qian; T Florian Jaeger; Richard N Aslin
Journal:  Cognition       Date:  2016-09-15

2.  Learning across languages: bilingual experience supports dual language statistical word segmentation.

Authors:  Dylan M Antovich; Katharine Graf Estes
Journal:  Dev Sci       Date:  2017-02-03

3.  From Klingon to Colbertian: Using Artificial Languages to Study Word Learning.

Authors:  Sayuri Hayakawa; Siqi Ning; Viorica Marian
Journal:  Biling (Camb Engl)       Date:  2019-10-18

4.  Learning bundles of stimuli renders stimulus order as a cue, not a confound.

Authors:  Ting Qian; Richard N Aslin
Journal:  Proc Natl Acad Sci U S A       Date:  2014-09-22       Impact factor: 11.205

5.  Statistical learning of multiple speech streams: A challenge for monolingual infants.

Authors:  Viridiana L Benitez; Federica Bulgarelli; Krista Byers-Heinlein; Jenny R Saffran; Daniel J Weiss
Journal:  Dev Sci       Date:  2019-09-09

6.  Learning Additional Languages as Hierarchical Probabilistic Inference: Insights From First Language Processing.

Authors:  Bozena Pajak; Alex B Fine; Dave F Kleinschmidt; T Florian Jaeger
Journal:  Lang Learn       Date:  2016-03-14

7.  Learning across senses: cross-modal effects in multisensory statistical learning.

Authors:  Aaron D Mitchel; Daniel J Weiss
Journal:  J Exp Psychol Learn Mem Cogn       Date:  2011-09       Impact factor: 3.051

8.  Statistical Learning of Multiple Structures by 8-Month-Old Infants.

Authors:  Federica Bulgarelli; Viridiana Benitez; Jenny Saffran; Krista Byers-Heinlein; Daniel J Weiss
Journal:  Proc Annu Boston Univ Conf Lang Dev       Date:  2017-05

9.  Anchors aweigh: The impact of overlearning on entrenchment effects in statistical learning.

Authors:  Federica Bulgarelli; Daniel J Weiss
Journal:  J Exp Psychol Learn Mem Cogn       Date:  2016-03-07       Impact factor: 3.051

10.  Infants' selective use of reliable cues in multidimensional language input.

Authors:  Christine E Potter; Casey Lew-Williams
Journal:  Dev Psychol       Date:  2018-10-04
View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.