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Influences of phonetic identification and category goodness on American listeners’ perception of /r/ and /l/
Abstract
Recent experiments have demonstrated that category goodness influences the perception of vowels [Iverson and Kuhl, J. Acoust. Soc. Am. 97, 553–562 (1995)]; listeners show a perceptual magnet effect characterized by shrunken perceptual distances near excellent exemplars of vowel categories and stretched distances near poor exemplars. The present study extends this investigation by examining the relative influence of phonetic identification and category goodness on the perception of American English /r/ and /l/. Eighteen /ra/ and /la/ tokens were synthesized by varying F2 and F3 frequencies. Adult listeners identified and rated the goodness of individual stimuli, and rated the similarity of stimulus pairs. Multidimensional scaling analyses revealed that the perceptual space was shrunk near the best exemplars of each category and stretched near the category boundary. In addition, individual differences in /r/ identification corresponded to the degree of shrinking near the best exemplars of the /r/ category. The results demonstrate that category goodness and phonetic identification both contribute to the perception of /r/ and /l/.
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“The results suggest that linguistic experience produces mental maps for speech that differ substantially for speakers of different languages (40, 69, 79).”
From A new view of language acquisition (2000) · cites this paper as [79]
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A new view of language acquisition
Kuhl, P. K. (2000) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.97.22.11850 · Cited by 773
Self-citationBest, C. T., McRoberts, G. W., & Goodell, E. W. (2001) · The Journal of the Acoustical Society of America · doi:10.1121/1.1332378 · Cited by 680
“…speech learning model (SLM: Flege, 1986, 1990, 1995; cf. Guion et al., 2000), and Kuhl’s Native Language Magnet model (NLM: Grieser and Kuhl, 1989; Iverson and Kuhl, 1996; Kuhl, 1991, 1992; Kuhl et al., 1992) all presume that adults’ discrimination of non-native speech contrasts is…”
BackgroundA perceptual interference account of acquisition difficulties for non-native phonemes
Iverson, P., Kuhl, P. K., Akahane-Yamada, R., Diesch, E., Tohkura, Y., Kettermann, A., & Siebert, C. (2002) · Cognition · doi:10.1016/s0010-0277(02)00198-1 · Cited by 693
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BackgroundMethodSelf-citationInfant vocalizations in response to speech: vocal imitation and developmental change
Kuhl, P. K., & Meltzoff, A. N. (1996) · The Journal of the Acoustical Society of America · doi:10.1121/1.417951 · Cited by 560
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“…duration of F3) determine NS listeners’ categorical perceptions of English /®/ and /l/ contrasts based on natural speech tokens (e.g., Espy-Wilson, 1992; Flege, Takagi, & Mann, 1995) as well as synthesized samples (e.g., Hattori & Iverson, 2009; Iverson & Kuhl, 1996; Iverson et al., 2003).”
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“Finally,whenneuraldiscriminationof thenonnativecontrastwascorrelated with behavioral discrimination of the nonnative, the pattern of response was in the appropriate direction, though it was not significant, r = –.316, p = .147, n = 13, perhaps due to the smaller N in this condition (see Figure 5d).”
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BackgroundSelective attention and the acquisition of new phonetic categories.
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“Similarly, the acquisition of the English /r/–/l/ distinction by native speakers of Japanese (Bradlow, Akahane-Yamada, Pisoni, & Tohkura, 1999; Iverson & Kuhl, 1996; Lively, Pisoni, & Logan, 1992; Yamada, 1995; Yamada & Tohkura, 1992), while more likely to be an SC contrast, can also apparently be…”
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Guion, S. G., & Pederson, E. (2007) · Language Learning & Language Teaching · doi:10.1075/lllt.17.09gui · Cited by 180
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Depolarizing the perceptual magnet effect
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“Demonstrations of perceptual magnet effects have been described for several phonetic categories e.g., Davis and Kuhl, 1994; Iverson et al., 1994; Iverson and Kuhl, 1996; the effect has been elicited from infant listeners Grieser and Kuhl, 1989; Kuhl et al., 1992; Polka and Werker, 1994; it has been…”
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Self-citationA unified account of categorical effects in phonetic perception
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Self-citationThe developmental trajectory of children's perception and production of English /r/-/l/
Idemaru, K., & Holt, L. L. (2013) · The Journal of the Acoustical Society of America · doi:10.1121/1.4802905 · Cited by 55
“In addition to the onset F3 formant frequency cue, onset F2 frequency has been implicated as a secondary cue to the /l-r/ distinction among adult speech productions (Polka and Strange, 1985; Yamada and Tohkura 1992; Iverson and Kuhl, 1996; Lotto et al., 2004).”
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Guo, Z., & Holy, T. E. (2007) · Chemical Senses · doi:10.1093/chemse/bjm015 · Cited by 53
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Wilson, C., Davidson, L., & Martin, S. (2014) · Journal of Memory and Language · doi:10.1016/j.jml.2014.08.001 · Cited by 50
“Alternatively, it could be that correct responses in such tasks are not due to faithful perception at any level, but rather to category goodness differences among stimuli (Best, 1995; Best et al., 2001; Iverson & Kuhl, 1996; Miller, 1994).”
BackgroundChen, C., Xue, G., Mei, L., Chen, C., & Dong, Q. (2009) · Progress in brain research · doi:10.1016/s0079-6123(09)17811-1 · Cited by 49
“For more discussions about this topic, readers can refer to Perceptual Assimilation Model (Best et al., 2001) and Natural Language Magnet model (Iverson and Kuhl, 1996).”
Kim, D., & Clayards, M. A. (2019) · Language Cognition and Neuroscience · doi:10.1080/23273798.2019.1582787 · Cited by 51
“Perceptual magnet effects (Kuhl, 1991) suggest that the ambiguous tokens might be warped and perceived as more prototypical vowel productions and Iverson and Kuhl (1996) showed that more important dimensions are more strongly warped.”
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“In contrast, native English speakers have perceptual spaces for these stimuli that facilitate categorization, with low sensitivity near the best exemplars of /r/ and /l/ and high sensitivity at the category boundary ( Iverson & Kuhl, 1996 ).”
BackgroundSelf-citationVowel recognition via cochlear implants and noise vocoders: Effects of formant movement and duration
Iverson, P., Smith, C. A., & Evans, B. G. (2006) · The Journal of the Acoustical Society of America · doi:10.1121/1.2372453 · Cited by 40
Self-citationSleep duration predicts behavioral and neural differences in adult speech sound learning
Earle, F. S., Landi, N., & Myers, E. B. (2016) · Neuroscience Letters · doi:10.1016/j.neulet.2016.10.044 · Cited by 38
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“Typicality ratings are a common way to investigate graded category structure (e.g. Miller 1994), and correlate highly with perceptual magnet effects in category recognition (Kuhl 1991; Iverson and Kuhl 1996).”
BackgroundSchellenberg, E. G. (2001) · Music Perception An Interdisciplinary Journal · doi:10.1525/mp.2001.19.2.223 · Cited by 37
“The idea of poor within-category discrimination involving prototypes was extended to speech perception by proponents of the “perceptual magnet effect” (Iverson & Kuhl, 1995, 1996, 2000; Kuhl, 1991).”
BackgroundInfluentialAtypical phonological processing impairs written word recognition in children with cochlear implants
Bouton, S., Colé, P., Willy Serniclaes, A., Duncan, L. G., & Giraud, A. (2015) · Language Cognition and Neuroscience · doi:10.1080/23273798.2014.1002796 · Cited by 33
“…estimates the category for each stimulus and then allows for comparing category estimates (Macmillan & Creelman, 2005), whereas identification assesses perceptual distances between stimuli, and their location relative to category boundaries (Iverson & Kuhl, 1996; Macmillan & Creelman, 1991).”
BackgroundBao, S., Chang, E. F., Teng, C., Heiser, M. A., & Merzenich, M. M. (2013) · Neuroscience · doi:10.1016/j.neuroscience.2013.05.056 · Cited by 32
“Although the existence of language-specific differences in speech sound perception (Fox et al., 1995, Iverson and Kuhl, 1996) has long pointed to a role for early experience in shaping human speech perception, the contribution of early experience to categorical perception in non-human animals is…”
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“A well-known example is the manner in which monolingual Japanese subjects perceive ‘‘ra’’ and ‘‘la’’ as the same sound, whereas English speakers perceive a clear difference that has obvious linguistic relevance, as in the ability to distinguish the words ‘‘lock’’ and ‘‘rock’’ ( Iverson & Kuhl, 1996 ).”
Self-citationAdults’ perception of native and nonnative vowels: Implications for the perceptual magnet effect
Frieda, E. M., Walley, A. C., Flege, J. E., & Sloane, M. E. (1999) · Perception & Psychophysics · doi:10.3758/bf03211973 · Cited by 35
“Of course, research with other vowels is crucial, since studies of the perceptual magnet effect have thus far been limited primarily to / i / and / y/ (but see Davis & Kuhl, 1994; Iverson & Kuhl, 1996 ).”
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Self-citationCategorical perception of speech stimuli in children at risk for reading difficulty
Breier, J. I., Fletcher, J. M., Denton, C. A., et al. (2004) · Journal of Experimental Child Psychology · doi:10.1016/j.jecp.2004.03.003 · Cited by 31
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“The Speech Learning Model (SLM) (Flege 1995), the Native Language Magnet Model (NLM) (Iverson and Kuhl 1996), and the Perceptual Assimilation Model (Best 1995) all predict that L2 input will at first be categorized with respect to L1 categories.”
MethodPrecision of working memory for speech sounds
Joseph, S., Iverson, P., Manohar, S., Fox, Z. V., Scott, S. K., & Husain, M. (2015) · Quarterly Journal of Experimental Psychology · doi:10.1080/17470218.2014.1002799 · Cited by 28
“Phonetic categories influence the perception of consonants (Liberman et al., 1967; Iverson & Kuhl, 1996) and vowels (Repp, 1984; Kuhl, 1991; Samuel, 2010).”
Self-citationElectrophysiological correlates of category goodness
Rivera‐Gaxiola, M., Johnson, M. H., Csibra, G., & Karmiloff‐Smith, A. (2000) · Behavioural Brain Research · doi:10.1016/s0166-4328(00)00218-7 · Cited by 25
A Rational Account of the Perceptual Magnet Effect
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Perceptual and Neuronal Boundary Learned from Higher-Order Stimulus Probabilities
Köver, H., Gill, K., Tseng, Y.-T. L., & Bao, S. (2013) · Journal of Neuroscience · doi:10.1523/jneurosci.3166-12.2013 · Cited by 17
“However, unlike in humans where the existence of language-specific differences in speech sound perception (Fox et al., 1995; Iverson and Kuhl, 1996) has long pointed to a role for early experience in shaping perception, perceptual boundaries in animals have often been assumed to be innate (Kuhl and…”
BackgroundComprehending auditory speech: previous and potential contributions of functional MRI
Evans, S., & McGettigan, C. (2017) · Language Cognition and Neuroscience · doi:10.1080/23273798.2016.1272703 · Cited by 19
“…is a rich history of behavioural research using similarity distances to quantify perceptual relationships among speech sounds (Iverson et al., 2003; Iverson & Kuhl, 1995, 1996; Miller & Nicely, 1955) in ways that more closely capture the multidimensional nature of the speech signal (Kluender &…”
BackgroundPerception of English stress by Mandarin Chinese learners of English: An acoustic study
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“It has been successfully applied to many aspects of speech perception such as the perception of diŒerences in segmental structure (e.g., Iverson and Kuhl, 1996) or of voice quality eŒects such as nasality (e.g., Zraick, Liss, Dorman, Case, LaPointe and Beals, 2001).”
MethodThe perceptual magnet effect in Australian English vowels
Thyer, N., Hickson, L. M. H., & Dodd, B. J. (2000) · Perception & Psychophysics · doi:10.3758/bf03212057 · Cited by 15
Zhang, Y., Kuhl, P. K., Imada, T., Iverson, P., Pruitt, J., Kotani, M., & Stevens, E. B. (2000) · International Conference on Spoken Language Processing (ICSLP) · doi:10.21437/icslp.2000-692 · Cited by 12
“Specific parameters were adopted from a previous study [19].”
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Perception of /r/ and /l/ in a stop cluster: Evidence of cross-modal context effects.
Green, K. P., & Norrix, L. W. (2001) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/0096-1523.27.1.166 · Cited by 11
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“Models of speech perception such as the native language magnet (NLM) theory state that as we gain experience with our first language, our perceptual space is molded to the sound categories of that language (Iverson & Kuhl, 1996).”
BackgroundResultAuditory and Somatosensory Development for Speech in Later Childhood
Ayala, S. A., Eads, A., Kabakoff, H. M., Swartz, M. T., Shiller, D. M., Hill, J., Hitchcock, E. R., Preston, J. L., & McAllister, T. (2023) · Journal of Speech Language and Hearing Research · doi:10.1044/2022_jslhr-22-00496 · Cited by 10
Features in Speech Perception and Lexical Access
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Task‐dependent activations of human auditory cortex to prototypical and nonprototypical vowels
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“Perhaps the best known is the perceptual magnet effect ( Iverson & Kuhl, 1996; Kuhl, 1991, 1994), whose interpretation remains controversial (e.g., Lotto, Kluender, & Holt, 1998).”
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Non-native contrasts in Tongan loans
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“…if Ø is actually a reasonably common exemplar of V, then we expect the perceptual space to be warped, such that Ø and V are perceived as more similar (e.g. Iverson & Kuhl 1996, where English speakers perceived the distance between two good tokens of /l/ as smaller than the distance between a good…”
L2 perception of English vowels: testing the validity of Kuhl's prototypes
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Individual differences in speech and nonspeech perception of frequency and duration
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“Research on speech perception shows that linguistic experience plays a substantial role in the perception of consonants in adults (Miyawaki et al., 1975; Iverson & Kuhl, 1996).”
BackgroundSelf-citationPerceptual development of phoneme contrasts in adults and children
Heeren, W. F. L. (2006) · Utrecht University Repository (Utrecht University) · Cited by 6
Psycho-Social Constraints on Naturalistic Adult Second Language Acquisition
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Brain plasticity and phonetic training for English-as-a-second-language learners
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Cortical representations for phonological quantity
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“Iverson and Kuhl have shown the warping of the perceptual space using multi-dimensional scaling [19,20].”
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Phonetic Category Structure and Its Influence on Lexical Processing
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“Thus, even short exposures to variable pronunciations can result in accommodation (see also Creel, 2012; Iverson & Kuhl, 1996).”
BackgroundPerception of Welsh vowel contrasts by Welsh-Spanish bilinguals in Argentina
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DEVELOPMENTAL CHANGES IN CEREBRAL RESPONSES TO NATIVE AND NON-NATIVE VOWELS: A NIRS STUDY
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Training humans in non-native phoneme perception using a monkey psychoacoustic procedure
Sinnott, J. M., Gonzales, C. L., Masood, A. F., & Ishihara, T. (2007) · The Journal of the Acoustical Society of America · doi:10.1121/1.2722236 · Cited by 2
Habilidades de percepción fónica en español / L2 y su relación con el nivel de dominio lingüístico
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The cross-linguistics perception of liquids: Motivation for the superclass
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The Interaction of Lexical and Discourse-Level Categories in Second Language Phonetics
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The influence of L1 on auditory perception of Spanish/L2
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Ke, H., Pan, L., O'BRIEN, B. A., & Styles, S. J. (2024) · Language Learning and Development · doi:10.1080/15475441.2024.2429039 · Cited by 6
“…refinement to align with the distributional properties of frequently heard speech sounds in the second half of the first year (e.g., Best, 1999; Iverson & Kuhl, 1996; MacKain et al., 1981; Polka & Bohn, 1996, 2011; Schwartz et al., 2009; Tees & Werker, 1984) as described in perceptual change…”
Metadata
- Authors
- Iverson, P., & Kuhl, P. K.
- Affiliations
- University of Washington (US)
- Venue
- The Journal of the Acoustical Society of America
- Publisher
- Acoustical Society of America (ASA)
- Published
- 1996-02-01
- Volume
- 99
- Issue
- 2
- Pages
- 1130-1140
- ISSN
- 0001-4966 (ISSN-L)
- 1520-8524
- OpenAlex
- W2038622214
- Cited by
- 116
- References
- 0
- Citations by year
- 2026: 1 · 2025: 1 · 2024: 2 · 2023: 3 · 2021: 4 · 2020: 1 · 2019: 5 · 2018: 5 · 2017: 5 · 2016: 5 · 2015: 3 · 2014: 2 · 2013: 5 · 2012: 3
- FWCI
- 5.73
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- The Journal of the Acoustical Society of America (publishedVersion)
- PubMed (publishedVersion)
- UCL Discovery (University College London) (submittedVersion)
- Funders
- National Institutes of Health
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (T32HD007391, HD 07391)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Phonetics and Phonology Research
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Categorization, perception, and language
- Social Sciences › Linguistics and Language › Linguistic Variation and Morphology
- Keywords
- phonetic identification, perceptual magnet effect, American English, vowel perception, category boundaries, individual differences
- MeSH terms
- Humans, Phonetics, Speech Acoustics, Speech Discrimination Tests, Speech Perception
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