Note to users. If you're seeing this message, it means that your browser cannot find this page's style/presentation instructions -- or possibly that you are using a browser that does not support current Web standards. Find out more about why this message is appearing, and what you can do to make your experience of our site the best it can be.


Science 13 December 1996:
Vol. 274. no. 5294, pp. 1926 - 1928
DOI: 10.1126/science.274.5294.1926

Reports

Statistical Learning by 8-Month-Old Infants

Jenny R. Saffran, Richard N. Aslin, Elissa L. Newport

Learners rely on a combination of experience-independent and experience-dependent mechanisms to extract information from the environment. Language acquisition involves both types of mechanisms, but most theorists emphasize the relative importance of experience-independent mechanisms. The present study shows that a fundamental task of language acquisition, segmentation of words from fluent speech, can be accomplished by 8-month-old infants based solely on the statistical relationships between neighboring speech sounds. Moreover, this word segmentation was based on statistical learning from only 2 minutes of exposure, suggesting that infants have access to a powerful mechanism for the computation of statistical properties of the language input.

Department of Brain and Cognitive Sciences, University of Rochester, Rochester, NY 14627, USA.


Read the Full Text


THIS ARTICLE HAS BEEN CITED BY OTHER ARTICLES:
Does visual speech information affect word segmentation?.
A. J. Sell and M. P. Kaschak (2009)
Mem Cognit 37, 889-894
   Abstract »    PDF »
Foundations for a New Science of Learning.
A. N. Meltzoff, P. K. Kuhl, J. Movellan, and T. J. Sejnowski (2009)
Science 325, 284-288
   Abstract »    Full Text »    PDF »
Statistical learning of adjacent and nonadjacent dependencies among nonlinguistic sounds.
A. L. Gebhart, E. L. Newport, and R. N. Aslin (2009)
Psychon Bull Rev 16, 486-490
   Abstract »    PDF »
Perceptual learning and representational learning in humans and animals.
J. Fiser (2009)
Learn Behav 37, 141-153
   Abstract »    PDF »
Statistical Learning in Children With Specific Language Impairment.
J. L. Evans, J. R. Saffran, and K. Robe-Torres (2009)
J Speech Lang Hear Res 52, 321-335
   Abstract »    Full Text »    PDF »
Cultural evolution: implications for understanding the human language faculty and its evolution.
K. Smith and S. Kirby (2008)
Phil Trans R Soc B 363, 3591-3603
   Abstract »    Full Text »    PDF »
The quest for generalizations over consonants: Asymmetries between consonants and vowels are not the by-product of acoustic differences.
J. M. TORO, M. SHUKLA, M. NESPOR, and A. D. ENDRESS (2008)
Atten Percept Psychophys 70, 1515-1525
   Abstract »    PDF »
Striatal degeneration impairs language learning: evidence from Huntington's disease.
R. De Diego-Balaguer, M. Couette, G. Dolbeau, A. Durr, K. Youssov, and A.-C. Bachoud-Levi (2008)
Brain 131, 2870-2881
   Abstract »    Full Text »    PDF »
From the Cover: Brain potentials to native phoneme discrimination reveal the origin of individual differences in learning the sounds of a second language.
B. Diaz, C. Baus, C. Escera, A. Costa, and N. Sebastian-Galles (2008)
PNAS 105, 16083-16088
   Abstract »    Full Text »    PDF »
The neonate brain detects speech structure.
J. Gervain, F. Macagno, S. Cogoi, M. Pena, and J. Mehler (2008)
PNAS 105, 14222-14227
   Abstract »    Full Text »    PDF »
Behavioral States, Network States, and Sensory Response Variability.
A. Fontanini and D. B. Katz (2008)
J Neurophysiol 100, 1160-1168
   Abstract »    Full Text »    PDF »
Electrophysiological evidence of illusory audiovisual speech percept in human infants.
E. Kushnerenko, T. Teinonen, A. Volein, and G. Csibra (2008)
PNAS 105, 11442-11445
   Abstract »    Full Text »    PDF »
Developmental Plasticity in the Human Auditory Brainstem.
K. L. Johnson, T. Nicol, S. G. Zecker, and N. Kraus (2008)
J. Neurosci. 28, 4000-4007
   Abstract »    Full Text »    PDF »
From the Cover: Intuitive statistics by 8-month-old infants.
F. Xu and V. Garcia (2008)
PNAS 105, 5012-5015
   Abstract »    Full Text »    PDF »
Rule Learning by Rats.
R. A. Murphy, E. Mondragon, and V. A. Murphy (2008)
Science 319, 1849-1851
   Abstract »    Full Text »    PDF »
Phonetic learning as a pathway to language: new data and native language magnet theory expanded (NLM-e).
P. K Kuhl, B. T Conboy, S. Coffey-Corina, D. Padden, M. Rivera-Gaxiola, and T. Nelson (2008)
Phil Trans R Soc B 363, 979-1000
   Abstract »    Full Text »    PDF »
Do 11-month-old French Infants Process Articles?.
P. A. Halle, C. Durand, and B. de Boysson-Bardies (2008)
Language and Speech 51, 23-44
   Abstract »    PDF »
Intuitions of probabilities shape expectations about the future at 12 months and beyond.
E. Teglas, V. Girotto, M. Gonzalez, and L. L. Bonatti (2007)
PNAS 104, 19156-19159
   Abstract »    Full Text »    PDF »
Contribution of Implicit Sequence Learning to Spoken Language Processing: Some Preliminary Findings With Hearing Adults.
C. M. Conway, J. Karpicke, and D. B. Pisoni (2007)
J. Deaf Stud. Deaf Educ. 12, 317-334
   Abstract »    Full Text »    PDF »
Basic Auditory Processing Skills and Specific Language Impairment: A New Look at an Old Hypothesis.
K. Corriveau, E. Pasquini, and U. Goswami (2007)
J Speech Lang Hear Res 50, 647-666
   Abstract »    Full Text »    PDF »
Lexical and referential influences on on-line spoken language comprehension: A comparison of adults and primary-school-age children.
E. Kidd and E. L. Bavin (2007)
First Language 27, 29-52
   Abstract »    PDF »
The ordering of milestones in language development for children from 1 to 6 years of age..
M. R. Luinge, W. J. Post, H. P. Wit, and S. M. Goorhuis-Brouwer (2006)
J Speech Lang Hear Res 49, 923-940
   Abstract »    Full Text »    PDF »
Functional organization of perisylvian activation during presentation of sentences in preverbal infants.
G. Dehaene-Lambertz, L. Hertz-Pannier, J. Dubois, S. Meriaux, A. Roche, M. Sigman, and S. Dehaene (2006)
PNAS 103, 14240-14245
   Abstract »    Full Text »    PDF »
Cracking the language code: neural mechanisms underlying speech parsing..
K. McNealy, J. C. Mazziotta, and M. Dapretto (2006)
J. Neurosci. 26, 7629-7639
   Abstract »    Full Text »    PDF »
Combining Techniques to Reveal Emergent Effects in Infants' Segmentation, Word Learning, and Grammar.
G. Hollich (2006)
Language and Speech 49, 3-19
   Abstract »    PDF »
English-learning Infants' Segmentation of Verbs from Fluent Speech.
T. Nazzi, L. C. Dilley, A. M. Jusczyk, S. Shattuck-Hufnagel, and P. W. Jusczyk (2005)
Language and Speech 48, 279-298
   Abstract »    PDF »
Tuning in to musical rhythms: Infants learn more readily than adults.
E. E. Hannon and S. E. Trehub (2005)
PNAS 102, 12639-12643
   Abstract »    Full Text »    PDF »
Unsupervised learning of natural languages.
Z. Solan, D. Horn, E. Ruppin, and S. Edelman (2005)
PNAS 102, 11629-11634
   Abstract »    Full Text »    PDF »
Computational Constraints on Syntactic Processing in a Nonhuman Primate.
W. T. Fitch and M. D. Hauser (2004)
Science 303, 377-380
   Abstract »    Full Text »    PDF »
Factors Affecting Stress Placement for English Nonwords include Syllabic Structure, Lexical Class, and Stress Patterns of Phonologically Similar Words.
S. G. Guion, J.J. Clark, T. Harada, and R. P. Wayland (2003)
Language and Speech 46, 403-426
   Abstract »    PDF »
Development of object concepts in infancy: Evidence for early learning in an eye-tracking paradigm.
S. P. Johnson, D. Amso, and J. A. Slemmer (2003)
PNAS 100, 10568-10573
   Abstract »    Full Text »    PDF »
Foreign-language experience in infancy: Effects of short-term exposure and social interaction on phonetic learning.
P. K. Kuhl, F.-M. Tsao, and H.-M. Liu (2003)
PNAS 100, 9096-9101
   Abstract »    Full Text »    PDF »
Social interaction shapes babbling: Testing parallels between birdsong and speech.
M. H. Goldstein, A. P. King, and M. J. West (2003)
PNAS 100, 8030-8035
   Abstract »    Full Text »    PDF »
A Statistical Basis for Speech Sound Discrimination.
J. L. Anderson, J. L. Morgan, and K. S. White (2003)
Language and Speech 46, 155-182
   Abstract »    PDF »
Learning Foreign Vowels.
J. Kingston (2003)
Language and Speech 46, 295-348
   Abstract »    PDF »
Statistical learning in infants.
G. T. M. Altmann (2002)
PNAS 99, 15250-15251
   Full Text »    PDF »
The Faculty of Language: What Is It, Who Has It, and How Did It Evolve?.
M. D. Hauser, N. Chomsky, and W. T. Fitch (2002)
Science 298, 1569-1579
   Abstract »    Full Text »    PDF »
Signal-Driven Computations in Speech Processing.
M. Pena, L. L. Bonatti, M. Nespor, and J. Mehler (2002)
Science 298, 604-607
   Abstract »    Full Text »    PDF »
The acquisition of language by children.
J. R. Saffran, A. Senghas, and J. C. Trueswell (2001)
PNAS
   Full Text »    PDF »
Learning different regularities: the acquisition of noun plurals by German-speaking children.
G. Szagun (2001)
First Language 21, 109-141
   Abstract »    PDF »
A new view of language acquisition.
P. K. Kuhl (2000)
PNAS 97, 11850-11857
   Abstract »    Full Text »    PDF »
Conscious and Unconscious Processing of Nonverbal Predictability in Wernicke's Area.
A. Bischoff-Grethe, S. M. Proper, H. Mao, K. A. Daniels, and G. S. Berns (2000)
J. Neurosci. 20, 1975-1981
   Abstract »    Full Text »    PDF »
Music Education in Postmodernism: About the difficulties to move knowledge into action, theory into practice.
W. Gruhn (1999)
International Journal of Music Education Original Series, Volume 34, 57-63
   Abstract »    PDF »
Signed and Spoken Language: A Unique Underlying System?.
S. Peperkamp and J. Mehler (1999)
Language and Speech 42, 333-346
   Abstract »    PDF »
Rule Learning by Seven-Month-Old Infants.
G. F. Marcus, S. Vijayan, S. Bandi Rao, and P. M. Vishton (1999)
Science 283, 77-80
   Abstract »    Full Text »
Infants' Memory for Spoken Words.
P. W. Jusczyk and E. A. Hohne (1997)
Science 277, 1984-1986
   Abstract »    Full Text »
Cross-Language Analysis of Phonetic Units in Language Addressed to Infants.
P. K. Kuhl, J. E. Andruski, I. A. Chistovich, L. A. Chistovich, E. V. Kozhevnikova, V. L. Ryskina, E. I. Stolyarova, U. Sundberg, and F. Lacerda (1997)
Science 277, 684-686
   Abstract »    Full Text »
Public Health and Preventive Medicine.
W. H. Foege (1997)
JAMA 277, 1894-1895
   PDF »
Language Acquisition and Use: Learning and Applying Probabilistic Constraints.
M. S. Seidenberg (1997)
Science 275, 1599-1603
   Abstract »    Full Text »
How big is human memory, or on being just useful enough..
Y Dudai (1997)
Learn. Mem. 3, 341-365
   PDF »
The acquisition of language by children.
J. R. Saffran, A. Senghas, and J. C. Trueswell (2001)
PNAS 98, 12874-12875
   Full Text »    PDF »



To Advertise     Find Products


Science. ISSN 0036-8075 (print), 1095-9203 (online)