Cited by 13Phonetics and Phonology ResearchLanguage Development and DisordersReading and Literacy Development

The Effects of a Digital Articulatory Game on the Ability to Perceive Speech-Sound Contrasts in Another Language

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Ylinen, Sari, Smolander, Anna-Riikka, Karhila, Reima, Kakouros, Sofoklis, Lipsanen, Jari, Huotilainen, Minna, Kurimo, Mikko·2021·Frontiers in Education

Abstract

Digital and mobile devices enable easy access to applications for the learning of foreign languages. However, experimental studies on the effectiveness of these applications are scarce. Moreover, it is not understood whether the effects of speech and language training generalize to features that are not trained. To this end, we conducted a four-week intervention that focused on articulatory training and learning of English words in 6–7-year-old Finnish-speaking children who used a digital language-learning game app Pop2talk. An essential part of the app is automatic speech recognition that enables assessing children’s utterances and giving instant feedback to the players. The generalization of the effects of such training in English were explored by using discrimination tasks before and after training (or the same period of time in a control group). The stimuli of the discrimination tasks represented phonetic contrasts from two non-trained languages, including Russian sibilant consonants and Mandarin tones. We found some improvement with the Russian sibilant contrast in the gamers but it was not statistically significant. No improvement was observed for the tone contrast for the gaming group. A control group with no training showed no improvement in either contrast. The pattern of results suggests that the game may have improved the perception of non-trained speech sounds in some but not all individuals, yet the effects of motivation and attention span on their performance could not be excluded with the current methods. Children’s perceptual skills were linked to their word learning in the control group but not in the gaming group where recurrent exposure enabled learning also for children with poorer perceptual skills. Together, the results demonstrate beneficial effects of learning via a digital application, yet raise a need for further research of individual differences in learning.

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References 43 · Cited by 13

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  1. Baese-Berk, M. M. (2019). Interactions between Speech Perception and Production during Learning of Novel Phonemic Categories. Atten. Percept. Psychophys. 81, 981-1005. doi:10.3758/s13414-019-01725-4 · DOI
  2. Best, C. T. (1994). "The Emergence of Native-Language Phonological Influences in Infants: A Perceptual Assimilation Model," in The Development of Speech Perception: The Transition from Speech Sounds to Spoken Words. Editors J. C. Goodman and H. C. Nusbaum (Cambridge, MA: The MIT Press), 167-224.
  3. Bradlow, A. R., Pisoni, D. B., Akahane-Yamada, R., and Tohkura, Y. i. (1997). Training Japanese Listeners to Identify English/r/and/l/: IV. Some Effects of Perceptual Learning on Speech Production. The J. Acoust. Soc. Am. 101 (4), 2299-2310. doi:10.1121/1.418276 · DOI
  4. Catford, J. C., and Pisoni, D. B. (1970). Auditory vs. Articulatory Training in Exotic Sounds*. Mod. Lang. J. 54 (7), 477-481. doi:10.2307/32176710.1111/j.1540- 4781.1970.tb03581.x · DOI
  5. Cenoz, J. (2013). The Influence of Bilingualism on Third Language Acquisition: Focus on Multilingualismfluence of Bilingualism on Third Language Acquisition: Focus on Multilingualism. Lang. Teach. 46, 71-86. doi:10.1017/ S0261444811000218 Education GPS OECD (2021). Finland. Student performance (PISA 2018). Available at: https://gpseducation.oecd.org/CountryProfile? primaryCountry FIN&topic PI&treshold 10 (Accessed January 20, 2021). · DOI
  6. Flege, J. E. (1995). "Second Language Speech Learning. Theory, Findings, and Problems," in Speech Perception and Linguistic Experience. Issues in Cross- Language Research. Editor W. Strange (Baltimore: York Press), 233-277.
  7. Hickok, G., and Poeppel, D. (2007). The Cortical Organization of Speech Processing. Nat. Rev. Neurosci. 8 (5), 393-402. doi:10.1038/nrn2113 · DOI · Paper page
  8. Hirsh-Pasek, K., Zosh, J. M., Golinkoff, R. M., Gray, J. H., Robb, M. B., and Kaufman, J. (2015). Putting Education in "Educational" Apps. Psychol. Sci. Public Interest 16, 3-34. doi:10.1177/1529100615569721 · DOI
  9. Icht, M., and Mama, Y. (2015). The Production Effect in Memory: a Prominent Mnemonic in Childrenffect in Memory: a Prominent Mnemonic in Children. J. Child. Lang. 42, 1102-1124. doi:10.1017/S0305000914000713 · DOI
  10. Iivonen, A. (1998). "Intonation in Finnish," in Intonation Systems. A Survey of Twenty Languages. Editors D. Hirst and A. Di Cristo (Cambridge: Cambridge University Press), 314-340.
  11. Junttila, K., Smolander, A-R., Karhila, R., Giannakopoulou, A., Uther, M., Kurimo, M., et al. (2020). Gaming Enhances Learning-Induced Plastic Changes in the Brain. Pre-print Available at: https://psyarxiv.com/k8dxp (Accessed November 19, 2020). doi:10.31234/osf.io/k8dxp · DOI
  12. Junttila, K., and Ylinen, S. (2020). Intentional Training with Speech Production Supports Children's Learning the Meanings of Foreign Words: A Comparison of Four Learning Tasks. Front. Psychol. 11, 1108. doi:10.3389/fpsyg.2020.01108 · DOI
  13. Karhila, R., Smolander, A., Ylinen, S., and Kurimo, M. (2019). "Transparent Pronunciation Scoring Using Articulatorily Weighted Phoneme Edit Distance," in Proceedings of Interspeech 2019, Editors: G. Kubin, T. Hain, B. Schuller, D. El Zarka, P. Hödl, Graz, Austria, 15-19 September 2019 (International Speech Communication Association (ISCA)), 1866-1870. Available at: https://arxiv.org/abs/1905.02639 (Accessed September 27, 2019). · arXiv
  14. Karhila, R., Ylinen, S. P., Enarvi, S., Palomäki, K., Nikulin, A., Rantula, O., et al. (2017). "SIAK -A Game for Foreign Language Pronunciation Learning," in Proceedings of INTERSPEECH 2017, Editors: F. Lacerda, D. House, M. Heldner, J. Gustafson, Strömbergsson, M. Włodarczak, Stockholm, Sweden, 20-24 August 2017, ( International Speech Communication Association (ISCA)), 3429-3430. Available at: https://www.isca-speech.org/archive/ Interspeech_2017/pdfs/2046.PDF (Accessed September 27, 2019).
  15. Kartushina, N., Hervais-Adelman, A., Frauenfelder, U. H., and Golestani, N. (2015). The Effect of Phonetic Production Training with Visual Feedback on the Perception and Production of Foreign Speech Sounds. J. Acoust. Soc. America 138 (2), 817-832. doi:10.1121/1.4926561 · DOI
  16. Kawahara, H., and Irino, T. (2005). "Underlying Principles of a High-Quality Speech Manipulation System STRAIGHT and its Application to Speech Segregation," in Speech Separation by Humans and Machines. Editor P. Diveniy Boston, MA: Springer, 167-180.
  17. Kawahara, H., Morise, M., Takahashi, T., Nisimura, R., Irino, T., and Banno, H. (2008). "Tandem-STRAIGHT: A Temporally Stable Power Spectral Representation for Periodic Signals and Applications to Interference- free Spectrum, F0, and Aperiodicity Estimation," in 2008 IEEE International Conference on Acoustics, Speech and Signal Processing, Las Vegas, NV, United States, 31 March-4 April 2008, (New York: IEEE), 3933-3936.
  18. Kawahara, H. (2006). STRAIGHT, Exploitation of the Other Aspect of VOCODER: Perceptually Isomorphic Decomposition of Speech Sounds. Acoust. Sci. Tech. 27, 349-353. doi:10.1250/ast.27.349 · DOI
  19. Kawahara, H., Takahashi, T., Morise, M., and Banno, H. (2009). "Development of Exploratory Research Tools Based on TANDEM-STRAIGHT," in Proceedings: APSIPA ASC 2009: Asia-pacific signal and information processing association, 2009 annual summit and conference, Sapporo, Japan, 4-7 October 2009, (The Asia-Pacific Signal and Information Processing Association (APSIPA)), 111-120. Available at: http://hdl.handle.net/2115/39651.
  20. Kuhl, P. K. (2004). Early Language Acquisition: Cracking the Speech Code. Nat. Rev. Neurosci. 5, 831-843. doi:10.1038/nrn1533 · DOI · Paper page
  21. Lively, S. E., Logan, J. S., and Pisoni, D. B. (1993). Training Japanese Listeners to Identify English/r/and/l/. II: The Role of Phonetic Environment and Talker Variability in Learning New Perceptual Categories. J. Acoust. Soc. America 94 (3 Pt 1), 1242-1255. doi:10.1121/1.408177 · DOI · Paper page
  22. Lively, S. E., Pisoni, D. B., Yamada, R. A., Tohkura, Y. I., and Yamada, T. (1994). Training Japanese Listeners to Identify English/r/and/l/. III. Long-term Retention of New Phonetic Categories. J. Acoust. Soc. America 96 (4), 2076-2087. doi:10.1121/1.410149 · DOI
  23. Lovato, S. B., and Waxman, S. R. (2016). Young Children Learning from Touch Screens: Taking a Wider View. Front. Psychol. 7, 1078. doi:10.3389/fpsyg.2016. 01078 · DOI
  24. Mines, M. A., Hanson, B. F., and Shoup, J. E. (1978). Frequency of Occurrence of Phonemes in Conversational English. Lang. Speech 21, 221-241. doi:10.1177/ 002383097802100302 · DOI
  25. Moisala, M., Salmela, V., Hietajärvi, L., Carlson, S., Vuontela, V., Lonka, K., et al. (2017). Gaming Is Related to Enhanced Working Memory Performance and Task-Related Cortical Activity. Brain Res. 1655, 204-215. doi:10.1016/j. brainres.2016.10.027 · DOI
  26. Näätänen, R., Paavilainen, P., Rinne, T., and Alho, K. (2007). The Mismatch Negativity (MMN) in Basic Research of Central Auditory Processing: a Review. Clin. Neurophysiol. 118, 2544-2590. doi:10.1016/j.clinph.2007. 04.026 · DOI · Paper page
  27. Papadakis, S. (2020). Tools for Evaluating Educational Apps for Young Children: a Systematic Review of the Literature. Interactive Technol. Smart Educ. Vol. ahead-of-print No. ahead-of-print. doi:10.1108/ITSE-08-2020-0127 · DOI
  28. Papadakis, S., Vaiopoulou, J., Kalogiannakis, M., and Stamovlasis, D. (2020). Developing and Exploring an Evaluation Tool for Educational Apps (E.T.E.A.) Targeting Kindergarten Children. Sustainability 12, 4201. doi:10. 3390/su12104201 · DOI
  29. Russo-Johnson, C., Troseth, G., Duncan, C., and Mesghina, A. (2017). All Tapped Out: Touchscreen Interactivity and Young Children's Word Learning. Front. Psychol. 8, 578. doi:10.3389/fpsyg.2017.00578 · DOI
  30. Rvachew, S. (1994). Speech Perception Training Can Facilitate Sound Production Learning. J. Speech Lang. Hear. Res. 37 (2), 347-357. doi:10. 1044/jshr.3702.347 · DOI
  31. Silbert, N. H., Smith, B. K., Jackson, S. R., Campbell, S. G., Hughes, M. M., and Tare, M. (2015). Non-native Phonemic Discrimination, Phonological Short Term Memory, and Word Learning. J. Phonetics 50, 99-119. doi:10.1016/j.wocn.2015. 03.001 · DOI
  32. Simmonds, A. J. (2015). A Hypothesis on Improving Foreign Accents by Optimizing Variability in Vocal Learning Brain Circuits. Front. Hum. Neurosci. 9, 606. doi:10.3389/fnhum.2015.00606 · DOI
  33. Thomas, J. (1988). The Role Played by Metalinguistic Awareness in Second and Third Language Learning. J. Multilingual Multicultural Dev. 9, 235-246. doi:10. 1080/01434632.1988.9994334 · DOI
  34. Tremblay, K., Kraus, N., Carrell, T. D., and McGee, T. (1997). Central Auditory System Plasticity: Generalization to Novel Stimuli Following Listening Training. J. Acoust. Soc. America 102, 3762-3773. doi:10.1121/ 1.420139 · DOI
  35. Treutwein, B. (1995). Adaptive Psychophysical Procedures. Vis. Res. 35 (17), 2503-2522. doi:10.1016/0042-6989(95)00016-x · DOI
  36. Ylinen, S., Junttila, K., Laasonen, M., Iverson, P., Ahonen, L., and Kujala, T. (2019). Diminished Brain Responses to Second-Language Words Are Linked with Native-Language Literacy Skills in Dyslexia. Neuropsychologia 122, 105-115. doi:10.1016/j.neuropsychologia.2018.11.005 · DOI

Authors
Ylinen, S., Smolander, A.-R., Karhila, R., Kakouros, S., Lipsanen, J., Huotilainen, M., & Kurimo, M.
Affiliations
  • University of Helsinki (FI)
  • Aalto University (FI)
Corresponding author
Ylinen, Sari
Venue
Frontiers in Education
Published
2021-05-20
Volume
6
ISSN
2504-284X (ISSN-L)
OpenAlex
W3162769007
Cited by
13
References
43
Citations by year
2026: 1 · 2025: 2 · 2024: 2 · 2023: 6 · 2022: 2
FWCI
2.42
Type
journal article
Language
en
Open access
Locations
  • Frontiers in Education (publishedVersion, cc-by)
  • Työväentutkimus Vuosikirja (submittedVersion, other-oa)
  • Aaltodoc (Aalto University) (submittedVersion, cc-by)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
Funders
Business Finland (5628/31/2018 1634/31/2018)
Topics
  • Social Sciences › Psychology › Experimental and Cognitive Psychology › Phonetics and Phonology Research
  • Social Sciences › Psychology › Developmental and Educational Psychology › Language Development and Disorders
  • Social Sciences › Psychology › Developmental and Educational Psychology › Reading and Literacy Development
Keywords
speech perception, generalization of training effects, English as a foreign language, Finnish-speaking children, speech recognition, word learning, individual differences in language learning, early childhood language learning

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