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Control Methods Used in a Study of the Vowels
Open accessAbstract
Relationships between a listener's identification of a spoken vowel and its properties as revealed from acoustic measurement of its sound wave have been a subject of study by many investigators. Both the utterance and the identification of a vowel depend upon the language and dialectal backgrounds and the vocal and auditory characteristics of the individuals concerned. The purpose of this paper is to discuss some of the control methods that have been used in the evaluation of these effects in a vowel study program at Bell Telephone Laboratories. The plan of the study, calibration of recording and measuring equipment, and methods for checking the performance of both speakers and listeners are described. The methods are illustrated from results of tests involving some 76 speakers and 70 listeners.
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“The Iii vowel stimuli covered the entire range of formant frequencies produced by typical male speakers (Peterson & Barney, 1952).”
From Human adults and human infants show a “perceptual magnet effect” for the prototypes of speech categories, monkeys do not (1991) · cites this paper as Peterson & Barney, 1952
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Double-Vowel Perception in Listeners With Cochlear Hearing Loss
Arehart, K. H., Rossi-Katz, J. A., & Swensson-Prutsman, J. (2005) · Journal of Speech Language and Hearing Research · doi:10.1044/1092-4388(2005/017 · Cited by 49
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The Permeability of Dialect Boundaries: A Case Study of the Region Surrounding Erie, Pennsylvania.
Evanini, K. (2009) · ScholarlyCommons (University of Pennsylvania) · Cited by 49
Naumann, R. T., & Kanwal, J. S. (2011) · Journal of Neurophysiology · doi:10.1152/jn.00580.2010 · Cited by 50
“This would be analogous to speech sound perception, where the ratio between two particular formants (e.g., F1 and F2) is largely specific to the intended vowel but invariant to the pitch of the speakers’ voice (Peterson and Barney 1952).”
BackgroundLiu, C.-H. T. H.-M. (2000) · Clinical Linguistics & Phonetics · doi:10.1080/026992000415877 · Cited by 48
“The major acoustic feature related to vowel height is the frequency of the ® rst formant (Peterson and Barney, 1952; Hillenbrand, Getty, Clark and Wheeler, 1995).”
BackgroundImplicit Talker Training Improves Comprehension of Auditory Speech in Noise
Kreitewolf, J., Mathias, S. R., & von Kriegstein, K. (2017) · Frontiers in Psychology · doi:10.3389/fpsyg.2017.01584 · Cited by 48
“Nevertheless, listeners understand speech from a variety of different talkers with apparent ease (Peterson and Barney, 1952; Abramson and Cooper, 1959).”
BackgroundThe influence of social network size on speech perception
Lev‐Ari, S. (2018) · Quarterly Journal of Experimental Psychology · doi:10.1177/1747021817739865 · Cited by 48
“For example, vowel production has been shown to be influenced by sex, vocal tract size and shape, and dialect (e.g., Bachorowski & Owren, 1999; Peterson & Barney, 1952).”
BackgroundLeft temporal alpha-band activity reflects single word intelligibility
Becker, R., Pefkou, M., Michel, C. M., & Hervais‐Adelman, A. (2013) · Frontiers in Systems Neuroscience · doi:10.3389/fnsys.2013.00121 · Cited by 46
“…from the different realization of speech sounds by different speakers, who can be understood even though they vary in terms of their size and sex (Peterson and Barney, 1952; Smith et al., 2005), accent (Clarke and Garrett, 2004; Clopper and Pisoni, 2004; Evans and Iverson, 2004), and speech rate…”
BackgroundThe effect of filtered speech on speaker race and sex identifications
Lass, N. J., Almerino, C. A., Jordan, L. F., & Walsh, J. M. (1980) · Journal of Phonetics · doi:10.1016/s0095-4470(19)31445-7 · Cited by 48
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A graph-theoretic approach to identifying acoustic cues for speech sound categorization
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“The work of Peterson, Barney, Clark and Wheeler [21, 22]”
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“Vowel data was created by Petersen and Barney by a spectrographic analysis on vowels, and a detailed description of this data set is given in [33].”
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Inflation of the esophagus and vocal tract filtering in ring doves
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“The bounds of this acoustic space are defined by the physiology of the speaker’s vocal tract and translate into a “vowel space” whose edges are defined by the most extreme values of the first two or three formants in the speaker’s vowel set (Peterson & Barney, 1952; Gerstman, 1968).”
BackgroundVocal alignment to native and non-native speakers of English
Lewandowski, E. M., & Nygaard, L. C. (2018) · The Journal of the Acoustical Society of America · doi:10.1121/1.5038567 · Cited by 49
“…620–633 I. INTRODUCTION: VOCAL ALIGNMENT TO NATIVE AND NON-NATIVE SPEAKERS OF ENGLISH Speech is a highly variable signal influenced by social, linguistic, individual, and situational factors (Bradlow and Pisoni, 1999; Goldinger et al., 1991; Nygaard and Pisoni, 1998; Peterson and Barney, 1952).”
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Lindblom, B. E. F., & Sundberg, J. (2014) · Springer handbooks · doi:10.1007/978-1-4939-0755-7_16 · Cited by 46
Prosodic Adaptations to Pitch Perturbation in Running Speech
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“The same speech message can be acoustically very different depending on who is speaking (e.g., Peterson and Barney, 1952).”
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Cortical involvement in the StartReact effect
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“Acoustic formants F1 and F2 (the two lowest resonant frequencies of the vocal tract) are standard indicators of overall vocal tract shape for speech sounds, encoding information about articulator positions during vowels (Peterson and Barney, 1952; Fant, 1960) as well as about consonants and CV transitions (Delattre et…”
Static and Dynamic Approaches to Vowel Perception
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“Classic illustrations of vowel formants (e.g., Peterson & Barney, 1952) represent individual vowels as points, but alternative representations are likely to become more common as research into vowel inherent spectral change continues.”
BackgroundAn alternative method of studying the development of speech rate
Haselager, G. J. T., Slis, I. H., & Rietveld, A. C. M. (1991) · Clinical Linguistics & Phonetics · doi:10.3109/02699209108985502 · Cited by 46
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“The first three formants of the vowel were based on averages for adult males (Peterson & Barney 1952).”
MethodWarren, R. M., Bashford, J. A., & Lenz, P. W. (2005) · The Journal of the Acoustical Society of America · doi:10.1121/1.2047228 · Cited by 45
“…each have limited spectral ranges, and each can sweep across critical bands, with the individual formants following different trajectories (see Peterson and Barney, 1952); (2) cross-frequency integration of patterns of low-frequency amplitude fluctuation can provide significant information…”
BackgroundCross-linguistic studies of children’s and adults’ vowel spaces
Chung, H., Kong, E. J., Edwards, J., Weismer, G. G., Fourakis, M. S., & Hwang, Y. (2012) · The Journal of the Acoustical Society of America · doi:10.1121/1.3651823 · Cited by 45
“The findings of these studies also demonstrated that research on vowel acquisition patterns needs to examine vowel production at a finer grain than the phonemic level in order to describe developmental patterns.”
BackgroundResultAge of acquisition and allophony in Spanish-English bilinguals
Barlow, J. A. (2014) · Frontiers in Psychology · doi:10.3389/fpsyg.2014.00288 · Cited by 43
“Compared to monolingual data reported in prior research (as discussed in the Introduction), the raw F2 values are notably high across groups, closer to the estimated female values for each language, and this is attributed to the fact that the current study includes more females than males (Peterson and Barney, 1952; H…”
BackgroundResultInfluentialShape-adaptive radial basis functions
Webb, A. R., & Shannon, S. (1998) · IEEE Transactions on Neural Networks · doi:10.1109/72.728359 · Cited by 45
“1) Peterson-Barney: This is a ten class data set representing vowels spoken by 76 American speakers in a “h d” context [ 27 ].”
BackgroundEnlarging the scope of phonologization
Hyman, L. M. (2013) · Oxford University Press eBooks · doi:10.1093/acprof:oso/9780199573745.003.0001 · Cited by 58
Conditions on rate normalization in speech perception
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“For example, vowels are reasonably well characterized by the rst two or three formant frequencies (which are peaks in the acoustic spectrum) (1, 2).”
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Acoustic Cues to the Perception of Segmental Phonemes
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“PB = Peterson and Barney (1952); F1 = first formant; F2 = second formant.”
InfluentialThe Phonetics and Phonology of Perceptually Motivated Articulatory Covariation
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“, higher vowels, are produced with a higher jaw (Lindblom and Sundberg, 1971), a more advanced tongue root (Lindau, 1979; Jackson, 1988), a higher soft palate (Bell-Berti, 1976; Bell-Berti, Baer, Harris, and Niinii, 1979), more protruded lips (Linker, 1982), and a higher rate ofvocal fold vibration (Peterson and Barne…”
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Learning an Embodied Visual Language: Four Imitation Strategies Available to Sign Learners
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“For both of these young female speakers, lui and luI have much higher F2 than would be expected on the basis of Peterson and Barney (1952) and other similar studies.”
ResultZhang, C., Shao, J., & Huang, X. (2017) · PLoS ONE · doi:10.1371/journal.pone.0183151 · Cited by 43
“Frequencies of the first two formants (F1-F2) are most important, which are capable of distinguishing most vowels [38,39].”
BackgroundAcoustical-Perceptual Correlates of "Whisper Pitch" in Synthetically Generated Vowels
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“These examples also were considered to be typical acoustic vowel representations compared with American speakers (i.e., Peterson & Barney, 1952).”
Vocal-auditory functions in the chimpanzee: Vowel perception
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“It is of interest that, in contrast to results with chimpanzees, [i] and [u] are the vowels that are least confused with other vowels by human listeners ( Peterson and Barney, 1952 ).”
ResultVoice Intelligibility in Patients Who Have Undergone Laryngectomies
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Missing-data model of vowel identification
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The evolution of language and thought.
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“The average formant frequencies of the vowel [i], for example, are 270, 2,300, and 3,000 Hz for the adult males studied by Peterson & Barney (1952), whereas the formant frequencies of the vowel /u/ were 300, 870, and 2,240 Hz.”
BackgroundThe Canadian Shift in two Ontario cities
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Trouble in LADO-Land: How the Brain Deceives the Ear
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Against the direct realist view of speech perception
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“As for the encoding of talker information, pitch and vocal tract length, two important cues indexing talker gender differences (Peterson and Barney, 1952; Smith and Patterson, 2005), may also be analyzed in early auditory processing.”
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Comparing measurement errors for formants in synthetic and natural vowels
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“The data were collected by Peterson and Barney (1952) .”
MethodAnalysis of digital and analog formant synthesizers
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“Fig. 4 is similar to plots of f2 versus fl [ 14 ]-[16] for”
BackgroundResultInfluentialStatistical learning of music- and language-like sequences and tolerance for spectral shifts
Daikoku, T., Yatomi, Y., & Yumoto, M. (2014) · Neurobiology of Learning and Memory · doi:10.1016/j.nlm.2014.11.001 · Cited by 38
“The F1 and F2 of every tone were chosen within a frequency range of vowels that a healthy human can generate (Ito, Tsuchida, & Yano, 2001; Kewley-Port & Watson, 1994; Peterson & Barney, 1952).”
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“Words included Rogers’ list of minimally contrasting words with emphasis on the likely acoustic-phonetic confusions characteristic of Mandarin Accented English, as well as a set of words and pseudo words covering the phonetic space of English vowels [20, 21].”
BackgroundInterspeaker Variability in Hard Palate Morphology and Vowel Production
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The Use of Voice Cues for Speaker Gender Recognition in Cochlear Implant Recipients
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Vocal mistuning reveals the origin of musical scales
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The Distribution of Talker Variability Impacts Infants’ Word Learning
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“The ratio of female/male f0 was 1.66 for habituation talkers and 1.69 for test talkers, both of which are quite close to the 1.70 found by Peterson and Barney (1952).”
InfluentialBrumberg, J. S., Pitt, K. M., & Burnison, J. D. (2018) · IEEE Transactions on Neural Systems and Rehabilitation Engineering · doi:10.1109/tnsre.2018.2808425 · Cited by 41
“Therefore, we used a publicly available data set of two productions of ten vowel sounds from both men (N = 33) and women (N = 28) [31] to train a linear discriminant analysis classifier for estimating the accuracy of decoded formant frequencies.”
MethodSound identity is represented robustly in auditory cortex during perceptual constancy
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Handbook of Vowels and Vowel Disorders
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“Both FAS speakers fell within the expected range of frequencies for the vowels based on the control speakers and data from Peterson & Barney (1954).”
BackgroundPERCEPTUAL DISTANCE IN TIMBRE SPACE
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Developmental aspects of lingual coarticulation
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Normal vowel articulations between 15 and 36 months of age
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“Acoustically, these vowels are produced with distinct vocal tract resonances, as re¯ ected in the ® rst and second formant frequencies (F1, F2), which provide strong salient cues to perceiving these vowels (Peterson and Barney, 1952).”
BackgroundInfluences of pellet markers on speech production behavior: Acoustical and perceptual measures
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Acoustic phenotypes for speech-genetics studies: reference data for residual /з/ distortions
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“In six of the 14 studies the rhotic sound was embedded in single words spoken in isolation (Peterson and Barney, 1952; Klein, 1971; Dalston, 1975; Weismer et al., 1992; Hillenbrand et al., 1995; Westbury et al., 1998), which limits generalization of ® ndings to rhotic sounds as they may be produced in decontextualized…”
BackgroundMethodResultInfluential
Metadata
- Authors
- Peterson, G. E., & Barney, H. L.
- Affiliations
- Bell Telephone Laboratories, Inc., Murray Hill, New Jersey
- Venue
- The Journal of the Acoustical Society of America
- Publisher
- Acoustical Society of America (ASA)
- Published
- 1952-03-01
- Volume
- 24
- Issue
- 2
- Pages
- 175-184
- ISSN
- 0001-4966 (ISSN-L)
- 1520-8524
- OpenAlex
- W2056133372
- Cited by
- 2,837
- References
- 0
- Citations by year
- 2026: 41 · 2025: 42 · 2024: 52 · 2023: 63 · 2022: 79 · 2021: 81 · 2020: 92 · 2019: 83 · 2018: 72 · 2017: 90 · 2016: 90 · 2015: 97 · 2014: 94 · 2013: 136 · 2012: 118
- FWCI
- 5.93
- Type
- journal article
- Language
- en
- Open access
- green
- hdl.handle.net
- Licence
- other-oa
- Locations
- The Journal of the Acoustical Society of America (publishedVersion)
- MPG.PuRe (Max Planck Society) (submittedVersion, other-oa)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Phonetics and Phonology Research
- Physical Sciences › Computer Science › Signal Processing › Speech and Audio Processing
- Health Sciences › Health Professions › Speech and Hearing › Voice and Speech Disorders
- Keywords
- vowel recognition, listener identification, equipment calibration, auditory characteristics, speech perception
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
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