Literature DB >> 18355803

The link between statistical segmentation and word learning in adults.

Daniel Mirman1, James S Magnuson, Katharine Graf Estes, James A Dixon.   

Abstract

Many studies have shown that listeners can segment words from running speech based on conditional probabilities of syllable transitions, suggesting that this statistical learning could be a foundational component of language learning. However, few studies have shown a direct link between statistical segmentation and word learning. We examined this possible link in adults by following a statistical segmentation exposure phase with an artificial lexicon learning phase. Participants were able to learn all novel object-label pairings, but pairings were learned faster when labels contained high probability (word-like) or non-occurring syllable transitions from the statistical segmentation phase than when they contained low probability (boundary-straddling) syllable transitions. This suggests that, for adults, labels inconsistent with expectations based on statistical learning are harder to learn than consistent or neutral labels. In contrast, a previous study found that infants learn consistent labels, but not inconsistent or neutral labels.

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Year:  2008        PMID: 18355803      PMCID: PMC2486406          DOI: 10.1016/j.cognition.2008.02.003

Source DB:  PubMed          Journal:  Cognition        ISSN: 0010-0277


  7 in total

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Authors:  James S Magnuson; Michael K Tanenhaus; Richard N Aslin; Delphine Dahan
Journal:  J Exp Psychol Gen       Date:  2003-06

2.  The dynamics of lexical competition during spoken word recognition.

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Journal:  Cogn Sci       Date:  2007-02

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Journal:  Science       Date:  1996-12-13       Impact factor: 47.728

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Authors:  C L Stager; J F Werker
Journal:  Nature       Date:  1997-07-24       Impact factor: 49.962

5.  Acquisition of word-object associations by 14-month-old infants.

Authors:  J F Werker; L B Cohen; V L Lloyd; M Casasola; C L Stager
Journal:  Dev Psychol       Date:  1998-11

6.  Can infants map meaning to newly segmented words? Statistical segmentation and word learning.

Authors:  Katharine Graf Estes; Julia L Evans; Martha W Alibali; Jenny R Saffran
Journal:  Psychol Sci       Date:  2007-03

7.  Statistical and computational models of the visual world paradigm: Growth curves and individual differences.

Authors:  Daniel Mirman; James A Dixon; James S Magnuson
Journal:  J Mem Lang       Date:  2008-11       Impact factor: 3.059

  7 in total
  26 in total

1.  Brief report: a comparison of statistical learning in school-aged children with high functioning autism and typically developing peers.

Authors:  Jessica Mayo; Inge-Marie Eigsti
Journal:  J Autism Dev Disord       Date:  2012-11

2.  The role of cross-modal associations in statistical learning.

Authors:  Arit Glicksohn; Asher Cohen
Journal:  Psychon Bull Rev       Date:  2013-12

3.  Cross-language differences in cue use for speech segmentation.

Authors:  Michael D Tyler; Anne Cutler
Journal:  J Acoust Soc Am       Date:  2009-07       Impact factor: 1.840

4.  When statistics collide: The use of transitional and phonotactic probability cues to word boundaries.

Authors:  Rodrigo Dal Ben; Débora de Hollanda Souza; Jessica F Hay
Journal:  Mem Cognit       Date:  2021-03-09

5.  Speech segmentation in aphasia.

Authors:  Claudia Peñaloza; Annalisa Benetello; Leena Tuomiranta; Ida-Maria Heikius; Sonja Järvinen; Maria Carmen Majos; Pedro Cardona; Montserrat Juncadella; Matti Laine; Nadine Martin; Antoni Rodríguez-Fornells
Journal:  Aphasiology       Date:  2014-11-28       Impact factor: 2.773

6.  Bilinguals' Existing Languages Benefit Vocabulary Learning in a Third Language.

Authors:  James Bartolotti; Viorica Marian
Journal:  Lang Learn       Date:  2016-08-10

7.  Novel word acquisition in aphasia: Facing the word-referent ambiguity of natural language learning contexts.

Authors:  Claudia Peñaloza; Daniel Mirman; Leena Tuomiranta; Annalisa Benetello; Ida-Maria Heikius; Sonja Järvinen; Maria C Majos; Pedro Cardona; Montserrat Juncadella; Matti Laine; Nadine Martin; Antoni Rodríguez-Fornells
Journal:  Cortex       Date:  2016-03-19       Impact factor: 4.027

8.  Orthographic Knowledge and Lexical Form Influence Vocabulary Learning.

Authors:  James Bartolotti; Viorica Marian
Journal:  Appl Psycholinguist       Date:  2016-07-26

9.  Online neural monitoring of statistical learning.

Authors:  Laura J Batterink; Ken A Paller
Journal:  Cortex       Date:  2017-02-24       Impact factor: 4.027

10.  Implicit statistical learning in language processing: word predictability is the key.

Authors:  Christopher M Conway; Althea Bauernschmidt; Sean S Huang; David B Pisoni
Journal:  Cognition       Date:  2009-11-18
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