ABSTRACT
Temporal modulation detection ability matures over many years after birth and may be particularly sensitive to experience during this period. Profound hearing loss during early childhood might result in greater perceptual deficits than a similar loss beginning in adulthood. We tested this idea by measuring performance in temporal modulation detection in profoundly deaf children and adults fitted with cochlear implants (CIs). At least two independent variables could constrain temporal modulation detection performance in children with CIs: altered encoding of modulation information due to the CI-auditory nerve interface, and atypical development of central processing of sound information provided by CIs. The effect of altered encoding was investigated by testing subjects with one of two different hearing mechanisms (normal hearing vs. CI) and the effect of atypical development was studied by testing two different age groups. All subjects were tested for their ability to detect acoustic temporal modulations of sound amplitude. A comparison of the slope, or cutoff frequency, of the temporal modulation transfer functions (TMTFs) among the four subject groups revealed that temporal resolution was mainly constrained by hearing mechanism: normal-hearing listeners could detect smaller amplitude modulations at high modulation frequencies than CI users. In contrast, a comparison of the height of the TMTFs revealed a significant interaction between hearing mechanism and age group on overall sensitivity to temporal modulation: sensitivity was significantly poorer in children with CIs, relative to the other three groups. Results suggest that there is an age-specific vulnerability of intensity discrimination or non-sensory factors, which subsequently affects sensitivity to temporal modulation in prelingually deaf children who use CIs.
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References
Abdala C, Keefe DH (2012) Morphological and functional ear development. Springer Handb Audit 42:19–59
Anderson ES, Nelson DA, Kreft H, Nelson PB, Oxenham AJ (2011) Comparing spatial tuning curves, spectral ripple resolution, and speech perception in cochlear implant users. J Acoust Soc Am 130:364–375
Anderson ES, Oxenham AJ, Nelson PB, Nelson DA (2012) Assessing the role of spectral and intensity cues in spectral ripple detection and discrimination in cochlear-implant users. J Acoust Soc Am 132:3925–3934
Bacon SP, Viemeister NF (1985) Temporal modulation transfer functions in normal-hearing and hearing-impaired listeners. Audiology 24:117–134
Bavelier D, Tomann A, Hutton C, Mitchell T, Corina D, Liu G, Neville H (2000) Visual attention to the periphery is enhanced in congenitally deaf individuals. J Neurosci 20:RC93
Bavelier D, Brozinsky C, Tomann A, Mitchell T, Neville H, Liu G (2001) Impact of early deafness and early exposure to sign language on the cerebral organization for motion processing. J Neurosci 21:8931–8942
Beer J, Kronenberger WG, Castellanos I, Colson BG, Henning SC, Pisoni DB (2014) Executive functioning skills in preschool-age children with cochlear implants. Journal of speech, language, and hearing research
Buss E, Hall JW 3rd, Grose JH (2012) Development of auditory coding as reflected in psychophysical performance. In: Werner LA (ed) Human Auditory Development, Springer Handbook of Auditory Research. Springer Science Business Media, LLC, pp 107–136
Cazals Y, Pelizzone M, Saudan O, Boex C (1994) Low-pass filtering in amplitude-modulation detection associated with vowel and consonant identification in subjects with cochlear implants. J Acoust Soc Am 96:2048–2054
Cohen J (1992) Statistical power analysis. Curr Dir Psychol Sci 1(3):98–101
Dahl HH, Wake M, Sarant J, Poulakis Z, Siemering K, Blamey P (2003) Language and speech perception outcomes in hearing-impaired children with and without connexin 26 mutations. Audiol Neurootol 8:263–268
Davidson LS, Geers AE, Blamey PJ, Tobey EA, Brenner CA (2011) Factors contributing to speech perception scores in long-term pediatric cochlear implant users. Ear Hear 32:19S–26S
Donaldson GS, Nelson DA (2000) Place-pitch sensitivity and its relation to consonant recognition by cochlear implant listeners using the MPEAK and SPEAK speech processing strategies. J Acoust Soc Am 107:1645–1658
Donaldson GS, Viemeister NF (2000) Intensity discrimination and detection of amplitude modulation in electric hearing. J Acoust Soc Am 108:760–763
Dowell RC, Dettman SJ, Blamey PJ, Barker EJ, Clark GM (2002) Speech perception in children using cochlear implants: prediction of long-term outcomes. Cochlear Implants Int 3:1–18
Drennan WR, Longnion JK, Ruffin C, Rubinstein JT (2008) Discrimination of Schroeder-phase harmonic complexes by normal-hearing and cochlear-implant listeners. J Assoc Res Otolaryngol: JARO 9:138–149
Drullman R, Festen JM, Plomp R (1994) Effect of reducing slow temporal modulations on speech reception. J Acoust Soc Am 95:2670–2680
Eggermont JJ, Moore JK (2012) Morphological and functional development of the auditory nervous system. Springer Handb Audit 42:61–105
Formby C, Muir K (1988) Modulation and gap detection for broadband and filtered noise signals. J Acoust Soc Am 84:545–550
Fu QJ (2002) Temporal processing and speech recognition in cochlear implant users. Neuroreport 13:1635–1639
Ganek H, Robbins AM, Niparko JK (2012) Language outcomes after cochlear implantation. Otolaryng Clin N Am 45:173−+
Geers AE (2004) Speech, language, and reading skills after early cochlear implantation. Arch Otolaryngol--Head Neck Surg 130:634–638
Geers A, Brenner C, Davidson L (2003) Factors associated with development of speech perception skills in children implanted by age five. Ear Hear 24:24S–35S
Gnansia D, Lazard DS, Leger AC, Fugain C, Lancelin D, Meyer B, Lorenzi C (2014) Role of slow temporal modulations in speech identification for cochlear implant users. Int J Audiol 53:48–54
Gordon KA, Papsin BC, Harrison RV (2006) An evoked potential study of the developmental time course of the auditory nerve and brainstem in children using cochlear implants. Audiol Neurootol 11:7–23
Hall JW 3rd, Grose JH (1994a) Development of temporal resolution in children as measured by the temporal modulation transfer function. J Acoust Soc Am 96:150–154
Hall JW 3rd, Grose JH (1994b) The effect of conductive hearing loss on the masking-level difference: insert versus standard earphones. J Acoust Soc Am 95:2652–2657
Hall JW, 3rd, Grose JH, Pillsbury HC (1995) Long-term effects of chronic otitis media on binaural hearing in children. Archives of otolaryngology--head & neck surgery 121:847–852
Hallberg LR, Ringdahl A, Holmes A, Carver C (2005) Psychological general well-being (quality of life) in patients with cochlear implants: importance of social environment and age. Int J Audiol 44:706–711
Halliday LF, Bishop DV (2005) Frequency discrimination and literacy skills in children with mild to moderate sensorineural hearing loss. J Speech Lang Hear Res 48:1187–1203
Halliday LF, Bishop DV (2006) Is poor frequency modulation detection linked to literacy problems? A comparison of specific reading disability and mild to moderate sensorineural hearing loss. Brain Lang 97:200–213
Henry BA, Turner CW (2003) The resolution of complex spectral patterns by cochlear implant and normal-hearing listeners. J Acoust Soc Am 113:2861–2873
Henry BA, McKay CM, McDermott HJ, Clark GM (2000) The relationship between speech perception and electrode discrimination in cochlear implantees. J Acoust Soc Am 108:1269–1280
Henry BA, Turner CW, Behrens A (2005) Spectral peak resolution and speech recognition in quiet: normal hearing, hearing impaired, and cochlear implant listeners. J Acoust Soc Am 118:1111–1121
Hess C, Zettler-Greeley C, Godar SP, Ellis-Weismer S, Litovsky RY (2014) The effect of differential listening experience on the development of expressive and receptive language in children with bilateral cochlear implants. Hear. E-pub ahead of print, Ear
Holt RF, Kirk KI (2005) Speech and language development in cognitively delayed children with cochlear implants. Ear Hear 26:132–148
Horn DL, Davis RAO, Pisoni DB, Miyamoto RT (2005) Development of visual attention skills in prelingually deaf children who use cochlear implants. Ear Hear 26:389–408
Irwin RJ, Ball AK, Kay N, Stillman JA, Rosser J (1985) The development of auditory temporal acuity in children. Child Dev 56:614–620
Jung KH, Won JH, Drennan WR, Jameyson E, Miyasaki G, Norton SJ, Rubinstein JT (2012) Psychoacoustic performance and music and speech perception in prelingually deafened children with cochlear implants. Audiol Neurootol 17:189–197
Kidd G Jr, Arbogast TL, Mason CR, Walsh M (2002) Informational masking in listeners with sensorineural hearing loss. J Assoc Res Otolaryngol: JARO 3:107–119
Knutson JF, Wald RL, Ehlers SL, Tyler RS (2000) Psychological consequences of pediatric cochlear implant use. Ann Oto Rhinol Laryngol Suppl 185:109–111
Kronenberger WG, Pisoni DB, Henning SC, Colson BG (2013) Executive functioning skills in long-term users of cochlear implants: a case control study. J Pediatr Psychol 38:902–914
Levitt H (1971) Transformed up-down methods in psychoacoustics. The Journal of the Acoustical Society of America 49:Suppl 2:467 +
Lindstrom MJ, Bates DM (1990) Nonlinear mixed effects models for repeated measures data. Biometrics 46:673–687
Litvak LM, Spahr AJ, Saoji AA, Fridman GY (2007) Relationship between perception of spectral ripple and speech recognition in cochlear implant and vocoder listeners. J Acoust Soc Am 122:982–991
Manrique M, Cervera-Paz FJ, Huarte A, Molina M (2004) Advantages of cochlear implantation in prelingual deaf children before 2 years of age when compared with later implantation. Laryngoscope 114:1462–1469
Nicholas JG, Geers AE (2007) Will they catch up? The role of age at cochlear implantation in the spoken language development of children with severe to profound hearing loss. J Speech Lang Hear Res: JSLHR 50:1048–1062
Niparko JK, Tobey EA, Thal DJ, Eisenberg LS, Wang NY, Quittner AL, Fink NE, Team CDI (2010) Spoken language development in children following cochlear implantation. JAMA 303:1498–1506
Olsho LW, Koch EG, Halpin CF, Carter EA (1987) An observer-based psychoacoustic procedure for use with young infants. Dev Psychol 23:627–640
Peterson GE, Lehiste I (1962) Revised CNC lists for auditory tests. J Speech Hear Disord 27:62–70
Ponton CW, Eggermont JJ (2001) Of kittens and kids: altered cortical maturation following profound deafness and cochlear implant use. Audiol Neurootol 6:363–380
Proksch J, Bavelier D (2002) Changes in the spatial distribution of visual attention after early deafness. J Cogn Neurosci 14:687–701
Quittner AL, Smith LB, Osberger MJ, Mitchell TV, Katz DB (1994) The impact of audition on the development of visual-attention. Psychol Sci 5:347–353
Rance G, McKay C, Grayden D (2004) Perceptual characterization of children with auditory neuropathy. Ear Hear 25:34–46
Robbins AM, Koch DB, Osberger MJ, Zimmerman-Phillips S, Kishon-Rabin L (2004) Effect of age at cochlear implantation on auditory skill development in infants and toddlers. Arch Otolaryngol 130:570–574
Robinson EJ, Davidson LS, Uchanski RM, Brenner CM, Geers AE (2012) A longitudinal study of speech perception skills and device characteristics of adolescent cochlear implant users. J Am Acad Audiol 23:341–349
Rothpletz AM, Ashmead DH, Thorpe AM (2003) Responses to targets in the visual periphery in deaf and normal-hearing adults. J Speech Lang Hear Res: JSLHR 46:1378–1386
Sanes DH, Woolley SM (2011) A behavioral framework to guide research on central auditory development and plasticity. Neuron 72:912–929
Saoji AA, Litvak L, Spahr AJ, Eddins DA (2009) Spectral modulation detection and vowel and consonant identifications in cochlear implant listeners. J Acoust Soc Am 126:955–958
Shannon RV (1992) Temporal modulation transfer functions in patients with cochlear implants. J Acoust Soc Am 91:2156–2164
Smith LB, Quittner AL, Osberger MJ, Miyamoto R (1998) Audition and visual attention: the developmental trajectory in deaf and hearing populations. Dev Psychol 34:840–850
Thai-Van H, Cozma S, Boutitie F, Disant F, Truy E, Collet L (2007) The pattern of auditory brainstem response wave V maturation in cochlear-implanted children. Clin Neurophysiol 118:676–689
Tharpe AM, Ashmead DH (2001) A longitudinal investigation of infant auditory sensitivity. Am J Audiol 10:104–112
Tobey EA, Geers AE, Brenner C, Altuna D, Gabbert G (2003) Factors associated with development of speech production skills in children implanted by age five. Ear Hear 24:36S–45S
Trehub SE, Schneider BA, Thorpe LA, Judge P (1991) Observational measures of auditory-sensitivity in early infancy. Dev Psychol 27:40–49
Turner CW, Gantz BJ, Vidal C, Behrens A, Henry BA (2004) Speech recognition in noise for cochlear implant listeners: benefits of residual acoustic hearing. J Acoust Soc Am 115:1729–1735
Viemeister NF (1979) Temporal modulation transfer functions based upon modulation thresholds. J Acoust Soc Am 66:1364–1380
Waltzman SB, Scalchunes V, Cohen NL (2000) Performance of multiply handicapped children using cochlear implants. Am J Otol 21:329–335
Werner LA, Gillenwater JM (1990) Pure-tone sensitivity of 2-week-old to 5-week-old infants. Infant Behav Dev 13:355–375
Werner LA, Marean GC, Halpin CF, Spetner NB, Gillenwater JM (1992) Infant auditory temporal acuity: gap detection. Child Dev 63:260–272
Wightman F, Allen P, Dolan T, Kistler D, Jamieson D (1989) Temporal resolution in children. Child Dev 60:611–624
Wilmington D, Gray L, Jahrsdoerfer R (1994) Binaural processing after corrected congenital unilateral conductive hearing loss. Hear Res 74:99–114
Wojtczak M, Viemeister NF (1999) Intensity discrimination and detection of amplitude modulation. J Acoust Soc Am 106:1917–1924
Won JH, Drennan WR, Rubinstein JT (2007) Spectral-ripple resolution correlates with speech reception in noise in cochlear implant users. J Assoc Res Otolaryngol: JARO 8:384–392
Won JH, Drennan WR, Kang RS, Rubinstein JT (2010) Psychoacoustic abilities associated with music perception in cochlear implant users. Ear Hear 31:796–805
Won JH, Drennan WR, Nie K, Jameyson EM, Rubinstein JT (2011) Acoustic temporal modulation detection and speech perception in cochlear implant listeners. J Acoust Soc Am 130:376–388
Yehudai N, Tzach N, Shpak T, Most T, Luntz M (2011) Demographic factors influencing educational placement of the hearing-impaired child with a cochlear implant. Otol Neurotol 32:943–947
Yoshinaga-Itano C, Baca RL, Sedey AL (2010) Describing the trajectory of language development in the presence of severe-to-profound hearing loss: a closer look at children with cochlear implants versus hearing aids. Otology & neurotology : official publication of the American Otological Society, American Neurotology Society [and] European Academy of Otology and Neurotology 31:1268–1274
Zeng FG, Rebscher S, Harrison W, Sun X, Feng H (2008) Cochlear implants: system design, integration, and evaluation. IEEE Rev Biomed Eng 1:115–142
Acknowledgments
We appreciate the dedicated efforts of our subjects. This study was supported by NIH grants R01-DC007525 (JTR), P30-DC04661, F31-DC009755 (JHW), K23DC013055 (DLH), and an AOS Clinician-Scientist Award (DLH) and an educational fellowship from Advanced Bionics Corporation. We thank Dr. Sohee Oh for statistical assistance.
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Park, MH., Won, J.H., Horn, D.L. et al. Acoustic Temporal Modulation Detection in Normal-Hearing and Cochlear Implanted Listeners: Effects of Hearing Mechanism and Development. JARO 16, 389–399 (2015). https://doi.org/10.1007/s10162-014-0499-z
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DOI: https://doi.org/10.1007/s10162-014-0499-z