Abstract
Purpose:
Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disease that affects bulbar functions including speech and voice. Voice onset time (VOT) was examined in speakers with ALS in early and late stages to explore the coordination of the articulatory and phonatory systems during speech production.
Method:
VOT was measured in nonword /bap/ produced by speakers with early-stage ALS (n = 11), late-stage ALS (n = 6), and healthy controls (n = 13), and compared with speech performance decline (a marker of disease progression) in ALS.
Results:
Overall comparison of the VOT values among the three groups showed a significant difference, F(2,27) = 11.71, p < .01. Speakers in late-stage ALS displayed longer voicing lead (negative VOT) than both healthy speakers and speakers in early-stage ALS. VOT was also significantly negatively correlated with speech performance (i.e., Intelligible Speaking Rate), r(15) = .74, p < .01.
Conclusions:
Speakers with more severe ALS showed greater occurrence of voicing lead and longer voicing lead. Findings show voicing precedes articulatory onset with disease progression in the production of bilabial stops, which suggests that the relative timing of coordination between the supralaryngeal structures and the phonatory system is affected in the late stage of ALS.

References
-
Ahn, S. (2018). The role of tongue position in laryngeal contrasts: An ultrasound study of English and Brazilian Portuguese.Journal of Phonetics, 71, 451–467. https://doi.org/10.1016/j.wocn.2018.10.003 -
Allison, K. M., Yunusova, Y., Campbell, T. F., Wang, J., Berry, J. D., & Green, J. R. (2017). The diagnostic utility of patient-report and speech-language pathologists' ratings for detecting the early onset of bulbar symptoms due to ALS.Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration, 18(5–6), 358–366. https://doi.org/10.1080/21678421.2017.1303515 -
Auzou, P., Özsancak, C., Morris, R. J., Jan, M., Eustache, F., & Hannequin, D. (2000). Voice onset time in aphasia, apraxia of speech and dysarthria: A review.Clinical Linguistics & Phonetics, 14(2), 131–150. https://doi.org/10.1080/026992000298878 -
Baken, R. J., & Orlikoff, R. F. (2000). Clinical measurement of speech and voice (2nd ed.). Singular Thomson Learning. -
Bandini, A., Green, J. R., Wang, J., Campbell, T. F., Zinman, L., & Yunusova, Y. (2018). Kinematic features of jaw and lips distinguish symptomatic from presymptomatic stages of bulbar decline in amyotrophic lateral sclerosis.Journal of Speech, Language, and Hearing Research, 61(5), 1118–1129. https://doi.org/10.1044/2018_JSLHR-S-17-0262 -
Boersma, P., & Weenink, D. (2007). Praat(Version 6.1.11) . https://uvafon.hum.uva.nl/praat/ -
Bóna, J. (2014). Voice onset time and speakers' age: Data from Hungarian.Clinical Linguistics & Phonetics, 28(5), 366–372. https://doi.org/10.3109/02699206.2013.875593 -
Brooks, B. R., Miller, R. G., Swash, M., & Munsat, T. L. (2000). El Escorial revisited: Revised criteria for the diagnosis of amyotrophic lateral sclerosis.Amyotrophic Lateral Sclerosis and Other Motor Neuron Disorders, 1(5), 293–299. https://doi.org/10.1080/146608200300079536 -
Caruso, A. J., & Burton, E. K. (1987). Temporal acoustic measures of dysarthria associated with amyotrophic lateral sclerosis.Journal of Speech and Hearing Research, 30(1), 80–87. https://doi.org/10.1044/jshr.3001.80 -
Davidson, L. (2016). Variability in the implementation of voicing in American English obstruents.Journal of Phonetics, 54, 35–50. https://doi.org/10.1016/j.wocn.2015.09.003 -
Dmitrieva, O., Llanos, F., Shultz, A. A., & Francis, A. L. (2015). Phonological status, not voice onset time, determines the acoustic realization of onset f0 as a secondary voicing cue in Spanish and English.Journal of Phonetics, 49, 77–95. https://doi.org/10.1016/j.wocn.2014.12.005 -
Dromey, C., & Ramig, L. O. (1998). The effect of lung volume on selected phonatory and articulatory variables.Journal of Speech, Language, and Hearing Research, 41(3), 491–502. https://doi.org/10.1044/jslhr.4103.491 -
Field, A. (2013). Discovering statistics using IBM SPSS Statistics (4th ed.). Sage. -
Foerster, B. R., Welsh, R. C., & Feldman, E. L. (2013). 25 years of neuroimaging in amyotrophic lateral sclerosis.Nature Reviews Neurology, 9(9). https://doi.org/10.1038/nrneurol.2013.153 -
Gracco, V., & Löfqvist, A. (1994). Speech motor coordination and control: Evidence from lip, jaw, and laryngeal movements.The Journal of Neuroscience, 14(11), 6585–6597. https://doi.org/10.1523/JNEUROSCI.14-11-06585.1994 -
Green, J. R., Yunusova, Y., Kuruvilla, M. S., Wang, J., Pattee, G. L., Synhorst, L., Zinman, L., & Berry, J. D. (2013). Bulbar and speech motor assessment in ALS: Challenges and future directions.Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration, 14(7–8), 494–500. https://doi.org/10.3109/21678421.2013.817585 -
Hanson, E. K., Yorkston, K. M., & Britton, D. (2011). Dysarthria in amyotrophic lateral sclerosis: A systematic review of characteristics, speech treatment and augmentative and alternative communication options.Journal of Medical Speech-Language Pathology, 19(3), 12–30. -
Hoit, J. D., Solomon, N. P., & Hixon, T. J. (1993). Effect of lung volume on voice onset time (VOT).Journal of Speech and Hearing Research, 36(3), 516–520. https://doi.org/10.1044/jshr.3603.516 -
Hunnicutt, L., & Morris, P. (2016). Pre-voicing and aspiration in Southern American English.University of Pennsylvania Working Papers in Linguistics, 22(1), 215–224. -
Janzen, V. D., Rae, R. E., & Hudson, A. J. (1988). Otolaryngologic manifestations of amyotrophic lateral sclerosis.The Journal of Otolaryngology, 17(1), 41–42. -
Kent, R. D., Sufit, R. L., Rosenbek, J. C., Kent, J. F., Weismer, G., Martin, R. E., & Brooks, B. R. (1991). Speech deterioration in amyotrophic lateral sclerosis.Journal of Speech and Hearing Research, 34(6), 1269–1275. https://doi.org/10.1044/jshr.3406.1269 -
Koo, T. K., & Li, M. Y. (2016). A guideline of selecting and reporting intraclass correlation coefficients for reliability research.Journal of Chiropractic Medicine, 15(2), 155–163. https://doi.org/10.1016/j.jcm.2016.02.012 -
Lisker, L., & Abramson, A. S. (1964). A cross-language study of voicing in initial stops: Acoustical measurements.WORD, 20(3), 384–422. https://doi.org/10.1080/00437956.1964.11659830 -
Löfqvist, A., & Gracco, V. L. (1997). Lip and jaw kinematics in bilabial stop consonant production.Journal of Speech, Language, and Hearing Research, 40(4), 877–893. https://doi.org/10.1044/jslhr.4004.877 -
Munhall, K. G., Löfqvist, A., & Kelso, J. A. S. (1994). Lip–larynx coordination in speech: Effects of mechanical perturbations to the lower lip.The Journal of the Acoustical Society of America, 95(6), 3605–3616. https://doi.org/10.1121/1.409929 -
Özsancak, C., Auzou, P., Jan, M., & Hannequin, D. (2001). Measurement of voice onset time in dysarthric patients: Methodological considerations.Folia Phoniatrica et Logopaedica, 53(1), 48–57. https://doi.org/10.1159/000052653 -
Rae, R. (2018). Measures of voice onset time: A methodological study. ProQuest Dissertations and Theses, May, 72. -
Rong, P., Yunusova, Y., Wang, J., & Green, J. R. (2015). Predicting early bulbar decline in amyotrophic lateral sclerosis: A speech subsystem approach.Behavioural Neurology,2015, Article 183027 . https://doi.org/10.1155/2015/183027 -
Rong, P., Yunusova, Y., Wang, J., Zinman, L., Pattee, G. L., Berry, J. D., Perry, B., & Green, J. R. (2016). Predicting speech intelligibility decline in amyotrophic lateral sclerosis based on the deterioration of individual speech subsystems.PLOS ONE, 11(5), Article e0154971. https://doi.org/10.1371/journal.pone.0154971 -
Rosenfield, D. B., Viswanath, N., Herbrich, K. E., & Nudelman, H. B. (1991). Evaluation of the speech motor control system in amyotrophic lateral sclerosis.Journal of Voice, 5(3), 224–230. https://doi.org/10.1016/S0892-1997(05)80190-0 -
Rothenberg, M. (2009). Voice onset time vs. articulatory modelling for stop consonants.Logopedics Phoniatrics Vocology, 34(4), 171–180. https://doi.org/10.3109/14015430903002270 -
Rowe, H. P., & Green, J. R. (2019). Profiling speech motor impairments in persons with amyotrophic lateral sclerosis: An acoustic-based approach.Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 2019-September, 4509–4513. https://doi.org/10.21437/Interspeech.2019-2911 -
Rowe, H. P., Gutz, S. E., Maffei, M. F., & Green, J. R. (2020). Acoustic-based articulatory phenotypes of amyotrophic lateral sclerosis and Parkinson's disease: Towards an interpretable, hypothesis-driven framework of motor control.Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 2020-October, 4816–4820. https://doi.org/10.21437/Interspeech.2020-1459 -
Smith, B. L. (1978). Effect of place of articulation and vowel environment on voiced stop consonant production.Glossa, 12, 163–175. -
Stipancic, K. L., Yunusova, Y., Campbell, T. F., Wang, J., Berry, J. D., & Green, J. R. (2021). Two distinct clinical phenotypes of bulbar motor impairment in amyotrophic lateral sclerosis.Frontiers in Neurology, 12. https://doi.org/10.3389/fneur.2021.664713 -
Torre, P., & Barlow, J. A. (2009). Age-related changes in acoustic characteristics of adult speech.Journal of Communication Disorders, 42(5), 324–333. https://doi.org/10.1016/j.jcomdis.2009.03.001 -
Wang, J., Kothalkar, P. v., Kim, M., Yunusova, Y., Campbell, T. F., Heitzman, D., & Green, J. R. (2016). Predicting intelligible speaking rate in individuals with amyotrophic lateral sclerosis from a small number of speech acoustic and articulatory samples.SLPAT 2016 Workshop on Speech and Language Processing for Assistive Technologies. https://doi.org/10.21437/SLPAT.2016-16 -
Wang, J., Kothalkar, P. V., Kim, M., Bandini, A., Cao, B., Yunusova, Y., Campbell, T. F., Heitzman, D., & Green, J. R. (2018). Automatic prediction of intelligible speaking rate for individuals with ALS from speech acoustic and articulatory samples.International Journal of Speech-Language Pathology, 20(6), 669–679. https://doi.org/10.1080/17549507.2018.1508499 -
Wang, Y.-T., Kent, R. D., Duffy, J. R., Thomas, J. E., & Weismer, G. (2004). Alternating motion rate as an index of speech motor disorder in traumatic brain injury.Clinical Linguistics & Phonetics, 18(1), 57–84. https://doi.org/10.1080/02699200310001596160 -
Yorkston, K., Beukelman, D., Hakel, M., & Dorsey, M. (2007). Speech intelligibility test. Madonna Rehabilitation Hospital. -
Yorkston, K. M., & Beukelman, D. R. (1981). Communication efficiency of dysarthric speakers as measured by sentence intelligibility and speaking rate.Journal of Speech and Hearing Disorders, 46(3). https://doi.org/10.1044/jshd.4603.296 -
Yunusova, Y., Green, J. R., Wang, J., Pattee, G., & Zinman, L. (2010). A protocol for comprehensive assessment of bulbar dysfunction in amyotrophic lateral sclerosis (ALS).Journal of Visualized Experiments, 48, 3–7. https://doi.org/10.3791/2422