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  Saliency effects in distributional learning

Goudbeek, M., & Swingley, D. (2006). Saliency effects in distributional learning. In Proceedings of the 11th Australasian International Conference on Speech Science and Technology (pp. 478-482). Auckland: Australasian Speech Science and Technology Association.

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Item Permalink: https://hdl.handle.net/11858/00-001M-0000-0013-1D5C-9 Version Permalink: https://hdl.handle.net/21.11116/0000-0000-EAB9-8
Genre: Conference Paper

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Goudbeek_2006_saliency.pdf (Publisher version), 103KB
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 Creators:
Goudbeek, Martijn1, 2, Author
Swingley, Daniel1, 2, Author
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1Language Comprehension Group, MPI for Psycholinguistics, Max Planck Society, ou_55203              
2Phonological Learning for Speech Perception, MPI for Psycholinguistics, Max Planck Society, ou_55227              

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 Abstract: Acquiring the sounds of a language involves learning to recognize distributional patterns present in the input. We show that among adult learners, this distributional learning of auditory categories (which are conceived of here as probability density functions in a multidimensional space) is constrained by the salience of the dimensions that form the axes of this perceptual space. Only with a particular ratio of variation in the perceptual dimensions was category learning driven by the distributional properties of the input.

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 Dates: 2006
 Publication Status: Issued
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 Identifiers: eDoc: 322718
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Title: 11th Australasian International Conference on Speech Science and Technology
Place of Event: Auckland
Start-/End Date: 2006-12-06 - 2006-12-08

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Title: Proceedings of the 11th Australasian International Conference on Speech Science and Technology
Source Genre: Proceedings
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Publ. Info: Auckland : Australasian Speech Science and Technology Association
Pages: - Volume / Issue: - Sequence Number: CD-Rom Start / End Page: 478 - 482 Identifier: -