Speech perception in infants
Open accessAbstract
Discrimination of synthetic speech sounds was studied in 1- and 4-month-old infants. The speech sounds varied along an acoustic dimension previously shown to cue phonemic distinctions among the voiced and voiceless stop consonants in adults. Discriminability was measured by an increase in conditioned response rate to a second speech sound after habituation to the first speech sound. Recovery from habituation was greater for a given acoustic difference when the two stimuli were from different adult phonemic categories than when they were from the same category. The discontinuity in discrimination at the region of the adult phonemic boundary was taken as evidence for categorical perception.
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Infants initially hear all phonetic differences.
“An important discovery in the 1970s was that infants initially hear all these phonetic differences (Eimas, 1975; Eimas et al., 1971; Lasky et al., 1975; Werker and Lalonde, 1988).”
From Brain mechanisms in early language acquisition (2010) · cites this paper as Eimas et al., 1971
The paper’s abstract (section “Speech Perception in Infants”; page unavailable) reports that 1- and 4-month-old infants discriminated synthetic speech sounds across a voiced–voiceless stop-consonant boundary. That supports early sensitivity to a phonetic difference, but the study tested one acoustic dimension, voice onset time, and does not establish that infants initially hear all phonetic differences. (LLM, conf=0.88)
Experimental — accuracy not yet measuredInfants discriminate only between stimuli from different phonetic categories.
“Infants discriminated only between stimuli from different phonetic categories (12–14).”
From A new view of language acquisition (2000) · cites this paper as [12]
The initial perceptual biases shown by infants in tests of categorical perception, as well as asymmetries in perception seen in infancy, produce a contouring of the perceptual space that is universal.
“The important point regarding development is that the initial perceptual biases shown by infants in tests of categorical perception (12–16), as well as asymmetries in perception seen in infancy (80, 81), produce a contouring of the perceptual space that is universal.”
From A new view of language acquisition (2000) · cites this paper as [12]
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Cites
The magical number seven, plus or minus two: Some limits on our capacity for processing information.
Miller, G. A. (1956) · Psychological Review · doi:10.1037/h0043158 · Cited by 17,812 · see citing works
The magical number seven, plus or minus two: Some limits on our capacity for processing information.
Miller, G. A. (1994) · Psychological Review · doi:10.1037/0033-295x.101.2.343 · Cited by 17,469 · see citing works
Perception of the speech code.
Liberman, A. M., Cooper, F. S., Shankweiler, D. P., & Studdert-Kennedy, M. (1967) · Psychological Review · doi:10.1037/h0020279 · Cited by 3,722 · see citing works
Hemispheric Specialization for Speech Perception
Studdert‐Kennedy, M., & Shankweiler, D. (1970) · The Journal of the Acoustical Society of America · doi:10.1121/1.1912174 · Cited by 752 · see citing works
Motor theory of speech perception: A reply to Lane's critical review.
Studdert‐Kennedy, M., Liberman, A. M., Harris, K. S., & Cooper, F. S. (1970) · Psychological Review · doi:10.1037/h0029078 · Cited by 315 · see citing works
Liberman, A. M., Harris, K. S., Kinney, J. A. S., et al. (1961) · Journal of Experimental Psychology · doi:10.1037/h0049038 · Cited by 310 · see citing works
Visual Reinforcement of Nonnutritive Sucking in Human Infants
Siqueland, E. R., & DeLucia, C. A. (1969) · Science · doi:10.1126/science.165.3898.1144 · Cited by 226 · see citing works
Self-citationSome Cues for the Distinction Between Voiced and Voiceless Stops in Initial Position
Liberman, A. M., Delattre, P. C., & Cooper, F. S. (1958) · Language and Speech · doi:10.1177/002383095800100301 · Cited by 221 · see citing works
The Relation between Identification and Discrimination along Speech and Non-Speech Continua
Eimas, P. D. (1963) · Language and Speech · doi:10.1177/002383096300600403 · Cited by 123 · see citing works
Self-citationMinimal Rules for Synthesizing Speech
Liberman, A. M., Ingemann, F. J., Lisker, L., et al. (1959) · The Journal of the Acoustical Society of America · doi:10.1121/1.1907654 · Cited by 81 · see citing works
WOODWORTH, R. S. - Experimental Psychology
Sprott, W. J. H. (1940) · Mind · Cited by 31 · see citing works
Flagged first, then by citations
Research works printed but not linked: 54
- [3]3. H. Cramer and W. Kuhlo, Acta Neurol. Psychiat. Belg. 67, 658 (1967).
- [4]4. M. I. Paul, B. R. Ditzion, G. L. Pauk, D. S. Janowsky, Amer. J. Psychiat. 126, 1493 (1970);
- [7]7. M. I. Paul, H. Cramer, F. K. Goodwin, ibid., p. 996; Arch. Gen. Psychiat., in press.
- [8]8. M. I. Paul, B. R. Ditzion, G. L. Pauk, Pharmacology 3, 148 (1970).
- [9]9. G. L. Gessa, J. Forn, A. Tagliamonte, G. Krishna, in Role of Cyclic AMP in Neuronal Function, E. Costa and P. Greengard, Eds. (Raven, New York, in press).
- [10]10. W. E. Bunney and D. A. Hamburg, Arch. Gen. Psychiat. 9, 280 (1963);
- [13]13. H. Cramer and W. Kuhlo, Acta Neurol. Psychiat. Belg. 67, 658 (1967).
- [14]14. M. I. Paul, B. R. Ditzion, G. L. Pauk, D. S. Janowsky, Amer. J. Psychiat. 126, 1493 (1970);
- [17]17. M. I. Paul, H. Cramer, F. K. Goodwin, ibid., p. 996; Arch. Gen. Psychiat., in press.
- [18]18. M. I. Paul, B. R. Ditzion, G. L. Pauk, Pharmacology 3, 148 (1970).
- [19]19. G. L. Gessa, J. Forn, A. Tagliamonte, G. Krishna, in Role of Cyclic AMP in Neuronal Function, E. Costa and P. Greengard, Eds. (Raven, New York, in press).
- [20]20. W. E. Bunney and D. A. Hamburg, Arch. Gen. Psychiat. 9, 280 (1963);
- [21]21. A. Beigel, D. Murphy, W. E. Bunney, unpublished data. 9. G. Brooker, L. J. Thomas, M. M. Appleman, Biochemistry 7, 4177 (1968).
- [22]22. E. W. Sutherland, G. A. Robison, R. W. Butcher, Circulation 37, 279 (1968).
- [23]23. R. C. Haynes, S. B. Koritz, F. G, Peron, J. Biol. Chem. 234, 1421 (1959).
- [24]24. R. V. Farese, L. G. Linarelli, W. H. Glins- mann, B. R. Ditzion, M. I. Paul, G. L. Pauk, Endocrinology 85, 867 (1969).
- [25]25. P. S. Schonhofer, I. F. Skidmore, M. I. Paul, B. R. Ditzion, G. L. Pauk, G. Krishna, B. B. Brodie, unpublished data. 14. R. Strom-Olsen and H. W. Weil-Malherbe, J. Ment. Sci. 104, 696 (1958);
- [26]26. A. Bergsman, Acta Psychiat. Neurol. Scand. Suppl. 33, S133 (1959);
- [27]27. N. Shinfuku, 0. Michio, K. Masao, Yonago Acta Med. 5, 109 (1961);
- [28]28. R. B. Sloane, W. Hughes, M. L. Haust, Can. Psychiat. Ass. J. 11, 6 (1966).
- [29]29. J. J. Schildkraut, E. K. Gordon, J. Durell, J. Psychiat. Res. 3, 213 (1965).
- [30]30. W. E. Bunney, Jr., and J. M. Davis, Arch. Gen. Psychiat. 13, 483 (1965).
- [33]33. G. Brooker, L. J. Thomas, M. M. Appleman, Biochemistry 7, 4177 (1968).
- [34]34. E. W. Sutherland, G. A. Robison, R. W. Butcher, Circulation 37, 279 (1968).
- [35]35. R. C. Haynes, S. B. Koritz, F. G, Peron, J. Biol. Chem. 234, 1421 (1959).
- [36]36. R. V. Farese, L. G. Linarelli, W. H. Glins- mann, B. R. Ditzion, M. I. Paul, G. L. Pauk, Endocrinology 85, 867 (1969).
- [37]37. P. S. Schonhofer, I. F. Skidmore, M. I. Paul, B. R. Ditzion, G. L. Pauk, G. Krishna, B. B. Brodie, unpublished data. 14. R. Strom-Olsen and H. W. Weil-Malherbe, J. Ment. Sci. 104, 696 (1958);
- [38]38. A. Bergsman, Acta Psychiat. Neurol. Scand. Suppl. 33, S133 (1959);
- [39]39. N. Shinfuku, 0. Michio, K. Masao, Yonago Acta Med. 5, 109 (1961);
- [40]40. R. B. Sloane, W. Hughes, M. L. Haust, Can. Psychiat. Ass. J. 11, 6 (1966).
- [41]41. J. J. Schildkraut, E. K. Gordon, J. Durell, J. Psychiat. Res. 3, 213 (1965).
- [42]42. W. E. Bunney, Jr., and J. M. Davis, Arch. Gen. Psychiat. 13, 483 (1965).
- [45]45. A. M. Liberman, P. C. Delattre, F. S. Cooper, Language and Speech 1, 153 (1958);
- [46]46. A. M. Liberman, F. Ingemann, L. Lisker, P. C. Delat- tre, F. S. Cooper, J,. Acoust. Soc. Amer. 31, 1490 (1959). It should be emphasized that the cues underlying the voicing distinction as dis- cussed in the present report apply only to sound segments in absolute initial position.
- [47]47. A. M. Liberman, K. S. Harris, H. S. Hoffman, H. Lane, J. Exp. Psychol. 61, 370 (1961).
- [48]48. P. D. Eimas, Language and Speech 6, 206 (1963);
- [49]49. G. A. Miller, Psychol. Rev. 63, 81 (1956);
- [51]51. A. M. Liberman, F. S. Cooper, D. P. Shank- weiler, M. Studdert-Kennedy, Psychol. Rev. 74, 431 (1967);
- [52]52. M. Studdert-Kennedy, A. M. Liber- man, K. S. Harris, F. S. Cooper, ibid. 77, 234 (1970);
- [53]53. M. Studdert-Kennedy and D. Shankweiler, i. Acoust. Soc. Amer., in press.
- [54]54. L. Lisker and A. S. Abramson, Word 20, 384 (1964). References and Notes
- [55]55. A. M. Liberman, P. C. Delattre, F. S. Cooper, Language and Speech 1, 153 (1958);
- [56]56. A. M. Liberman, F. Ingemann, L. Lisker, P. C. Delat- tre, F. S. Cooper, J,. Acoust. Soc. Amer. 31, 1490 (1959). It should be emphasized that the cues underlying the voicing distinction as dis- cussed in the present report apply only to sound segments in absolute initial position.
- [57]57. A. M. Liberman, K. S. Harris, H. S. Hoffman, H. Lane, J. Exp. Psychol. 61, 370 (1961).
- [58]58. P. D. Eimas, Language and Speech 6, 206 (1963);
- [59]59. G. A. Miller, Psychol. Rev. 63, 81 (1956);
- [61]61. A. M. Liberman, F. S. Cooper, D. P. Shank- weiler, M. Studdert-Kennedy, Psychol. Rev. 74, 431 (1967);
- [62]62. M. Studdert-Kennedy, A. M. Liber- man, K. S. Harris, F. S. Cooper, ibid. 77, 234 (1970);
- [63]63. M. Studdert-Kennedy and D. Shankweiler, i. Acoust. Soc. Amer., in press.
- [64]64. L. Lisker and A. S. Abramson, Word 20, 384 (1964).
- [65]65. P. Lieberman, Linguistic Inquiry 1, 307 (1970).
- [67]67. - and C. A. DeLucia, Science 165, 1144 (1969). 306
- [68]68. P. Lieberman, Linguistic Inquiry 1, 307 (1970).
- [70]70. - and C. A. DeLucia, Science 165, 1144 (1969).
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- Authors
- Eimas, P. D., Siqueland, E. R., Jusczyk, P., & Vigorito, J.
- Affiliations
- Brown University (US)
- Venue
- Science
- Published
- 1971-01-22
- Volume
- 171
- Issue
- 3968
- Pages
- 303-306
- ISSN
- 0036-8075 (ISSN-L)
- 1095-9203
- OpenAlex
- W2011238950
- Cited by
- 2,154
- References
- 11
- Citations by year
- 2026: 17 · 2025: 22 · 2024: 61 · 2023: 34 · 2022: 81 · 2021: 51 · 2020: 100 · 2019: 76 · 2018: 118 · 2017: 56 · 2016: 63 · 2015: 54 · 2014: 52 · 2013: 94 · 2012: 50
- FWCI
- 37.54
- Type
- journal article
- Language
- en
- Open access
- green
- hdl.handle.net
- Licence
- other-oa
- Locations
- Science (publishedVersion)
- PubMed (publishedVersion)
- MPG.PuRe (Max Planck Society) (submittedVersion, other-oa)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Phonetics and Phonology Research
- Social Sciences › Psychology › Developmental and Educational Psychology › Language Development and Disorders
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Categorization, perception, and language
- Keywords
- infant speech perception, categorical perception, phoneme discrimination, voiced and voiceless stops, acoustic cues, habituation-dishabituation, infant language development
- MeSH terms
- Age Factors, Auditory Perception, Humans, Infant, Phonetics, Speech, Sucking Behavior
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