Abstract
The conclusions on prosodic pitch features in autism spectrum disorders (ASD) have primarily been derived from studies in non-tonal language speakers. This cross-linguistic study evaluated the performance of imitating Cantonese lexical tones and their non-linguistic (nonspeech) counterparts by Cantonese- and Mandarin-speaking children with and without ASD. Acoustic analyses showed that, compared with typically developing peers, children with ASD exhibited increased pitch variations when imitating lexical tones, while performed similarly when imitating the nonspeech counterparts. Furthermore, Mandarin-speaking children with ASD failed to exploit the phonological knowledge of segments to improve the imitation accuracy of non-native lexical tones. These findings help clarify the speech-specific pitch processing atypicality and phonological processing deficit in tone-language-speaking children with ASD.
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References
American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders: DSM-5 (5th ed.). American Psychiatric Publishing.
Baltaxe, C. A. (1984). Use of contrastive stress in normal, aphasic, and autistic children. Journal of Speech and Hearing Research, 27(1), 97–105. https://doi.org/10.1044/jshr.2701.97
Baltaxe, C. A. M., & D’Angiola, N. (1992). Cohesion in the discourse interaction of autistic, specifically language-impaired, and normal children. Journal of Autism and Developmental Disorders, 22(1), 1–21. https://doi.org/10.1007/BF01046399
Barr, D. J., Levy, R., Scheepers, C., & Tily, H. J. (2013). Random effects structure for confirmatory hypothesis testing: Keep it maximal. Journal of Memory and Language, 68(3), 255–278. https://doi.org/10.1016/j.jml.2012.11.001
Bates, D., Mächler, M., Bolker, B., & Walker, S. (2014). Fitting linear mixed-effects models using lme4. ArXiv:1406.5823 [Stat]. http://arxiv.org/abs/1406.5823
Boersma, P., & Weenink, D. (2016). Praat: Doing phonetics by computer (Version 6.0. 14) [Computer program]. http://www.praat.org/
Bolinger, D. L. (1972). Intonation. Penguin.
Bonneh, Y. S., Levanon, Y., Dean-Pardo, O., Lossos, L., & Adini, Y. (2011). Abnormal speech spectrum and increased pitch variability in young autistic children. Frontiers in Human Neuroscience, 4, 237. https://doi.org/10.3389/fnhum.2010.00237
Chan, K. K. L., & To, C. K. S. (2016). Do individuals with high-functioning autism who speak a tone language show intonation deficits? Journal of Autism and Developmental Disorders, 46(5), 1784–1792. https://doi.org/10.1007/s10803-016-2709-5
Chao, Y. R. (1930). A system of tone letters. Le Maiîre Phonétique, 45, 24–27.
Chao, Y. R. (1968). A grammar of spoken Chinese. University of California Press.
Chen, F., & Peng, G. (2016). Context effect in the categorical perception of Mandarin tones. Journal of Signal Processing Systems, 82(2), 253–261. https://doi.org/10.1007/s11265-015-1008-2
Cheng, S. T. T., Lam, G. Y. H., & To, C. K. S. (2017). Pitch perception in tone language-speaking adults with and without autism spectrum disorders. I-Perception, 8(3), 2041669517711200. https://doi.org/10.1177/2041669517711200
Consul, P. C., & Famoye, F. (1992). Generalized poisson regression model. Communications in Statistics - Theory and Methods, 21(1), 89–109. https://doi.org/10.1080/03610929208830766
Cutler, A., & Isard, S. D. (1980). The production of prosody. Language production (Vol. 1, pp. 245–269). Academic Press.
Diehl, J. J., & Paul, R. (2012). Acoustic differences in the imitation of prosodic patterns in children with autism spectrum disorders. Research in Autism Spectrum Disorders, 6(1), 123–134. https://doi.org/10.1016/j.rasd.2011.03.012
Diehl, J. J., Watson, D., Bennetto, L., Mcdonough, J., & Gunlogson, C. (2009). An acoustic analysis of prosody in high-functioning autism. Applied Psycholinguistics, 30(3), 385–404. https://doi.org/10.1017/S0142716409090201
Edelson, L., Grossman, R., & Tager-Flusberg, H. (2007). Emotional prosody in children and adolescents with autism. Poster Session Presented at the Annual International Meeting for Autism Research. Poster session presented at the annual international meeting for Autism Research, Seattle, WA.
Edwards, J., & Beckman, M. E. (2008). Methodological questions in studying consonant acquisition. Clinical Linguistics & Phonetics, 22(12), 937–956. https://doi.org/10.1080/02699200802330223
Eguchi, S. (1969). Development of speech sounds in children. Acta Oto-Laryngologica, 257, 1–51.
Ehrler, D. J., & McGhee, R. L. (2008). PTONI: Primary test of nonverbal intelligence. Pro-Ed.
Fan, Y. T., Decety, J., Yang, C. Y., Liu, J. L., & Cheng, Y. (2010). Unbroken mirror neurons in autism spectrum disorders. Journal of Child Psychology and Psychiatry, 51(9), 981–988.
Fay, W., & Schuler, A. L. (1980). Emerging language in autistic children. University Park Press.
Filipe, M. G., Frota, S., Castro, S. L., & Vicente, S. G. (2014). Atypical prosody in Asperger Syndrome: Perceptual and acoustic measurements. Journal of Autism and Developmental Disorders, 44(8), 1972–1981. https://doi.org/10.1007/s10803-014-2073-2
Flege, J. E. (1995). Second language speech learning: Theory, findings, and problems. In W. Strange (Ed.), Speech perception and linguistic experience: Issues in cross-language research (pp. 233–277). York Press.
Flege, J. E. (2007). Language contact in bilingualism: Phonetic system interactions. In J. Cole & J. I. Hualde (Eds.), Laboratory phonology 9 (pp. 353–382). Walter de Gruyter.
Fosnot, S. M., & Jun, S. (1999). Prosodic characteristics in children with stuttering or autism during reading and imitation. Paper presented at the 14th international congress of phonetic sciences.
Frankel, F., Simmons, J. Q., & Richey, V. E. (1987). Reward value of prosodic features of language for autistic, mentally retarded, and normal children. Journal of Autism and Developmental Disorders, 17(1), 103–113. https://doi.org/10.1007/BF01487263
Fung, R. S. Y., & Lee, C. K. C. (2019). Tone mergers in Hong Kong Cantonese: An asymmetry of production and perception. The Journal of the Acoustical Society of America, 146(5), EL424–EL430. https://doi.org/10.1121/1.5133661
Gandour, J. (1981). Perceptual dimensions of tone: Evidence from Cantonese. Journal of Chinese Linguistics, 9(1), 20–36. JSTOR.
Gandour, J. (1983). Tone perception in Far Eastern languages. Journal of Phonetics, 11(2), 149–175. https://doi.org/10.1016/S0095-4470(19)30813-7
Goffman, L. (1999). Prosodic influences on speech production in children with specific language impairment and speech deficits: Kinematic, acoustic, and transcription evidence. Journal of Speech, Language, and Hearing Research: JSLHR, 42(6), 1499–1517. https://doi.org/10.1044/jslhr.4206.1499
Green, H., & Tobin, Y. (2009). Prosodic analysis is difficult … but worth it: A study in high functioning autism. International Journal of Speech-Language Pathology, 11(4), 308–315. https://doi.org/10.1080/17549500903003060
Haesen, B., Boets, B., & Wagemans, J. (2011). A review of behavioural and electrophysiological studies on auditory processing and speech perception in autism spectrum disorders. Research in Autism Spectrum Disorders, 5(2), 701–714. https://doi.org/10.1016/j.rasd.2010.11.006
Houde, J., Nagarajan, S., & Heinks-Maldonado, T. (2007). Dynamic cortical imaging of speech compensation for auditory feedback perturbations. The Journal of the Acoustical Society of America, 121(5), 3045–3045. https://doi.org/10.1121/1.4781744
Hubbard, K., & Trauner, D. A. (2007). Intonation and emotion in autistic spectrum disorders. Journal of Psycholinguistic Research, 36(2), 159–173. https://doi.org/10.1007/s10936-006-9037-4
Hutchins, S., & Peretz, I. (2012). Amusics can imitate what they cannot discriminate. Brain and Language, 123(3), 234–239. https://doi.org/10.1016/j.bandl.2012.09.011
Ingersoll, B. (2008). The social role of imitation in autism: Implications for the treatment of imitation deficits. Infants & Young Children, 21(2), 107–119. https://doi.org/10.1097/01.IYC.0000314482.24087.14
Jiang, J., Liu, F., Wan, X., & Jiang, C. (2015). Perception of melodic contour and intonation in autism spectrum disorder: Evidence from mandarin speakers. Journal of Autism and Developmental Disorders, 45(7), 2067–2075. https://doi.org/10.1007/s10803-015-2370-4
Kanner, L. (1943). Autistic disturbances of affective contact. Nervous Child, 2, 217–250.
Kanner, L. (1971). Follow-up study of eleven autistic children originally reported in 1943. Journal of Autism and Childhood Schizophrenia, 1(2), 119–145. https://doi.org/10.1007/BF01537953
Kim, D., & Clayards, M. (2019). Individual differences in the link between perception and production and the mechanisms of phonetic imitation. Language, Cognition and Neuroscience, 34(6), 769–786.
Kuhl, P. K. (2011). Who’s talking? Science, 333(6042), 529–530. https://doi.org/10.1126/science.1210277
Kujala, T., Lepistö, T., & Näätänen, R. (2013). The neural basis of aberrant speech and audition in autism spectrum disorders. Neuroscience & Biobehavioral Reviews, 37(4), 697–704. https://doi.org/10.1016/j.neubiorev.2013.01.006
Kuznetsova, A., Brockhoff, P. B., & Christensen, R. H. B. (2017). lmerTest package: Tests in linear mixed effects models. Journal of Statistical Software, 82(1), 1–26. https://doi.org/10.18637/jss.v082.i13
Lenth, R. V. (2016). Least-squares means: The R package lsmeans. Journal of Statistical Software, 69(1), 1–33. https://doi.org/10.18637/jss.v069.i01
Lau, J. C., To, C. K., Kwan, J. S., Kang, X., Losh, M., & Wong, P. C. (2020). Lifelong tone language experience does not eliminate deficits in neural encoding of pitch in autism spectrum disorder. Journal of Autism and Developmental Disorders. https://doi.org/10.1007/s10803-020-04796-7
Lewis, M. M. (1957). How children learn to speak. Harrap.
Liberman, A. M., Harris, K. S., Hoffman, H. S., & Griffith, B. C. (1957). The discrimination of speech sounds within and across phoneme boundaries. Journal of Experimental Psychology, 54(5), 358–368. https://doi.org/10.1037/h0044417
Lindell, A. K., & Hudry, K. (2013). Atypicalities in cortical structure, handedness, and functional lateralization for language in autism spectrum disorders. Neuropsychology Review, 23(3), 257–270. https://doi.org/10.1007/s11065-013-9234-5
Liu, F., & Xu, Y. (2005). Parallel encoding of focus and interrogative meaning in Mandarin intonation. Phonetica, 62(2–4), 70–87. https://doi.org/10.1159/000090090
Lord, C., Rutter, M., DiLavore, P. C., Risi, S., Gotham, K., & Bishop, S. (2012). Autism diagnostic observation schedule: ADOS–2. Western Psychological Services.
Loveall, S. J., Hawthorne, K., & Gaines, M. (2021). A meta-analysis of prosody in autism, Williams syndrome, and Down syndrome. Journal of Communication Disorders, 89, 106055. https://doi.org/10.1016/j.jcomdis.2020.106055
Ma, J.K.-Y., Ciocca, V., & Whitehill, T. L. (2006). Effect of intonation on Cantonese lexical tones. The Journal of the Acoustical Society of America, 120(6), 3978–3987. https://doi.org/10.1121/1.2363927
Major, R. C., & Kim, E. (1996). The similarity differential rate hypothesis. Language Learning, 46(3), 465–496. https://doi.org/10.1111/j.1467-1770.1996.tb01244.x
Marshall, C. R., Harcourt-Brown, S., Ramus, F., & van der Lely, H. K. J. (2009). The link between prosody and language skills in children with specific language impairment (SLI) and/or dyslexia. International Journal of Language & Communication Disorders, 44(4), 466–488. https://doi.org/10.1080/13682820802591643
McCann, J., & Peppé, S. (2003). Prosody in autism spectrum disorders: A critical review. International Journal of Language & Communication Disorders, 38(4), 325–350. https://doi.org/10.1080/1368282031000154204
Messum, P. R. (2008). The role of imitation in learning to pronounce [Doctoral thesis]. University of London.
Mirman, D. (2014). Growth curve analysis and visualization using R. Chapman & Hall/CRC.
Mok, P. P. K., Fung, H. S. H., & Li, V. G. (2019). Assessing the link between perception and production in Cantonese tone acquisition. Journal of Speech, Language, and Hearing Research, 62(5), 1243–1257. https://doi.org/10.1044/2018_JSLHR-S-17-0430
Mok, P. P. K., Li, V. G., & Fung, H. S. H. (2020). Development of phonetic contrasts in Cantonese tone acquisition. Journal of Speech, Language, and Hearing Research, 63(1), 95–108. https://doi.org/10.1044/2019_JSLHR-19-00152
Mok, P. P. K., Zuo, D., & Wong, P. W. Y. (2013). Production and perception of a sound change in progress: Tone merging in Hong Kong Cantonese. Language Variation and Change, 25(3), 341–370. https://doi.org/10.1017/S0954394513000161
Mottron, K., & Burack, J. A. (2001). Enhanced perceptual functioning in the development of autism. In J. A. Burack, T. Charman, N. Yirmiya, & P. R. Zelazo (Eds.), The development of autism (pp. 131–148). Lawrence Erlbaum Associates.
Nadig, A., & Shaw, H. (2012). Acoustic and perceptual measurement of expressive prosody in high-functioning autism: Increased pitch range and what it means to listeners. Journal of Autism and Developmental Disorders, 42(4), 499–511. https://doi.org/10.1007/s10803-011-1264-3
Nakai, Y., Takashima, R., Takiguchi, T., & Takada, S. (2014). Speech intonation in children with autism spectrum disorder. Brain and Development, 36(6), 516–522. https://doi.org/10.1016/j.braindev.2013.07.006
Nguyen, N., & Delvaux, V. (2015). Role of imitation in the emergence of phonological systems. Journal of Phonetics, 53, 46–54.
O’connor, K. (2012). Auditory processing in autism spectrum disorder: A review. Neuroscience & Biobehavioral Reviews, 36(2), 836–854. https://doi.org/10.1016/j.neubiorev.2011.11.008
Paul, R., Augustyn, A., Klin, A., & Volkmar, F. R. (2005a). Perception and production of prosody by speakers with autism spectrum disorders. Journal of Autism and Developmental Disorders, 35(2), 205–220. https://doi.org/10.1007/s10803-004-1999-1
Paul, R., Shriberg, L. D., McSweeny, J., Cicchetti, D., Klin, A., & Volkmar, F. (2005b). Brief report: Relations between prosodic performance and communication and socialization ratings in high functioning speakers with autism spectrum disorders. Journal of Autism and Developmental Disorders, 35(6), 861–869. https://doi.org/10.1007/s10803-005-0031-8
Peng, G. (2006). Temporal and tonal aspects of Chinese syllables: A corpus-based comparative study of Mandarin and Cantonese. Journal of Chinese Linguistics, 34(1), 134–154.
Peng, G., & Wang, W. S. Y. (2005). Tone recognition of continuous Cantonese speech based on support vector machines. Speech Communication, 45(1), 49–62. https://doi.org/10.1016/j.specom.2004.09.004
Peppé, S., Cleland, J., Gibbon, F., O’Hare, A., & Castilla, P. M. (2011). Expressive prosody in children with autism spectrum conditions. Journal of Neurolinguistics, 24(1), 41–53. https://doi.org/10.1016/j.jneuroling.2010.07.005
R Core Team. (2014). R: A language and environment for statistical computing. Vienna: R Foundation for Statistical Computing. http://www.R-project.org/
Rapin, I., & Dunn, M. (2003). Update on the language disorders of individuals on the autistic spectrum. Brain and Development, 25(3), 166–172. https://doi.org/10.1016/S0387-7604(02)00191-2
Rattanasone, N. X., Tang, P., Yuen, I., Gao, L., & Demuth, K. (2018). Five-year-olds’ acoustic realization of mandarin tone sandhi and lexical tones in context are not yet fully adult-like. Frontiers in Psychology, 9, 1–10.
Rogers, S. J., Young, G. S., Cook, I., Giolzetti, A., & Ozonoff, S. (2008). Deferred and immediate imitation in regressive and early onset autism. Journal of Child Psychology and Psychiatry, and Allied Disciplines, 49(4), 449–457. https://doi.org/10.1111/j.1469-7610.2007.01866.x
Rutter, M., Le Couteur, A., & Lord, C. (2003). Autism diagnostic interview—revised. Los Angeles: Western Psychological Services.
Segal, J., & Newman, R. S. (2015). Infant preferences for structural and prosodic properties of infant-directed speech in the second year of life. Infancy, 20(3), 339–351. https://doi.org/10.1111/infa.12077
Sharda, M., Subhadra, T. P., Sahay, S., Nagaraja, C., Singh, L., Mishra, R., Sen, A., Singhal, N., Erickson, D., & Singh, N. C. (2010). Sounds of melody—Pitch patterns of speech in autism. Neuroscience Letters, 478(1), 42–45. https://doi.org/10.1016/j.neulet.2010.04.066
Shriberg, L. D., Paul, R., McSweeny, J. L., Klin, A., Cohen, D. J., & Volkmar, F. R. (2001). Speech and prosody characteristics of adolescents and adults with high-functioning autism and Asperger syndrome. Journal of Speech, Language, and Hearing Research, 44(5), 1097–1115.
Shriberg, L. D., & Widder, C. J. (1990). Speech and prosody characteristics of adults with mental retardation. Journal of Speech, Language, and Hearing Research, 33(4), 627–653. https://doi.org/10.1044/jshr.3304.627
So, C. K., & Best, C. T. (2010). Cross-language perception of non-native tonal contrasts: Effects of native phonological and phonetic influences. Language and Speech, 53(2), 273–293. https://doi.org/10.1177/0023830909357156
So, C. K., & Best, C. T. (2014). Phonetic influences on English and French listeners’ assimilation of Mandarin tones to native prosodic categories. Studies in Second Language Acquisition, 36(2), 195–221. https://doi.org/10.1017/S0272263114000047
Tager-Flusberg, H. (1981). On the nature of linguistic functioning in early infantile autism. Journal of Autism and Developmental Disorders, 11(1), 45–56. https://doi.org/10.1007/BF01531340
Tang, P., Yuen, I., Rattanasone, N. X., Gao, L., & Demuth, K. (2019). The acquisition of Mandarin tonal processes by children with cochlear implants. Journal of Speech, Language, and Hearing Research, 62(5), 1309–1325. https://doi.org/10.1044/2018_JSLHR-S-18-0304
Toth, K., Munson, J., Meltzoff, N., & Dawson, G. (2006). Early predictors of communication development in young children with autism spectrum disorder: Joint attention, imitation, and toy play. Journal of Autism and Developmental Disorders, 36(8), 993–1005. https://doi.org/10.1007/s10803-006-0137-7
T’sou, B., Lee, T., Tung, P., Chan, A., Man, Y., & To, C. K. S. (2006). Hong Kong cantonese oral language assessment scale. Hong Kong: Language Information Sciences Research Centre
Wang, W. S. Y. (1973). The Chinese language. Scientific American, 228(2), 50–60.
Wang, X., & Peng, G. (2014). Phonological processing in Mandarin speakers with congenital amusia. The Journal of the Acoustical Society of America, 136(6), 3360–3370. https://doi.org/10.1121/1.4900559
Wang, X., Wang, S., Fan, Y., Huang, D., & Zhang, Y. (2017). Speech-specific categorical perception deficit in autism: An Event-Related Potential study of lexical tone processing in Mandarin-speaking children. Scientific Reports, 7, 43254. https://doi.org/10.1038/srep43254
Wechsler, D. (2003). Wechsler intelligence scale for children-fourth edition. The Psychological Corporation.
Wong, P. (2013). Perceptual evidence for protracted development in monosyllabic Mandarin lexical tone production in preschool children in Taiwan. The Journal of the Acoustical Society of America, 133(1), 434–443. https://doi.org/10.1121/1.4768883
Wu, H., Lu, F., Yu, B., & Liu, Q. (2020). Phonological acquisition and development in Putonghua-speaking children with Autism Spectrum Disorders. Clinical Linguistics & Phonetics, 34(9), 844–860.
Xu, Yi. (2013). ProsodyPro—A tool for large-scale systematic prosody analysis. Proceedings of Tools and Resources for the Analysis of Speech Prosody (TRASP 2013), 7–10.
Xu, Yi., & Prom-on, S. (2019). Economy of effort or maximum rate of information? Exploring basic principles of articulatory dynamics. Frontiers in Psychology. https://doi.org/10.3389/fpsyg.2019.02469
Xu, Y., Gandour, J. T., & Francis, A. L. (2006). Effects of language experience and stimulus complexity on the categorical perception of pitch direction. The Journal of the Acoustical Society of America, 120(2), 1063–1074. https://doi.org/10.1121/1.2213572
Yip, M. (2002). Tone. Cambridge University Press.
Yu, L. (2018). An electrophysiological investigation of linguistic pitch processing in tonal-language-speaking children with autism (Unpublished doctoral dissertation) [Ph.D. Thesis, Department of Speech, Language, and Hearing Sciences, University of Minnesota, USA]. https://conservancy.umn.edu/bitstream/handle/11299/201141/Yu_umn_0130E_19753.pdf?sequence=1
Yu, L., Fan, Y., Deng, Z., Huang, D., Wang, S., & Zhang, Y. (2015). Pitch processing in tonal-language-speaking children with autism: An event-related potential study. Journal of Autism and Developmental Disorders, 45(11), 3656–3667. https://doi.org/10.1007/s10803-015-2510-x
Yuan, J. (2011). Perception of intonation in Mandarin Chinese. The Journal of the Acoustical Society of America, 130(6), 4063–4069. https://doi.org/10.1121/1.3651818
Zhang, C., Peng, G., & Wang, W.S.-Y. (2012). Unequal effects of speech and nonspeech contexts on the perceptual normalization of Cantonese level tones. The Journal of the Acoustical Society of America, 132(2), 1088–1099. https://doi.org/10.1121/1.4731470
Zhang, K., Peng, G., Li, Y., Minett, J. W., & Wang, W. S. Y. (2018). The effect of speech variability on tonal language speakers’ second language lexical tone learning. Frontiers in Psychology, 9, 1982. https://doi.org/10.3389/fpsyg.2018.01982
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This work was partly supported by grants from the National Social Science Foundation of China (18ZDA293), and the Fundamental Research Funds for the Central Universities, Hunan University (53111801066). We acknowledge Ms. Yicheng Rong for the assistance with data collection. We sincerely thank all the child participants and their parents for their participation and cooperation.
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FC and GP conceived and designed the study, participated in the statistical analysis, interpreted the data, and wrote the first draft of the manuscript; FC and CC collected the data. All authors contributed to and have approved the final manuscript.
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Chen, F., Cheung, C.CH. & Peng, G. Linguistic Tone and Non-Linguistic Pitch Imitation in Children with Autism Spectrum Disorders: A Cross-Linguistic Investigation. J Autism Dev Disord 52, 2325–2343 (2022). https://doi.org/10.1007/s10803-021-05123-4
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DOI: https://doi.org/10.1007/s10803-021-05123-4