Aiming for advanced intelligibility and proficiency using mobile ASR
This experimental study aimed to determine the impact of mobile-based Automatic Speech Recognition (ASR) in Gmail on intelligibility and proficiency, as well as whether any individual factors influenced learning outcomes. It focused on 26 Intermediate learners of French as a foreign language enrolled in two university courses geared towards the development of advanced oral skills but with different approaches to integrated instruction. It innovatively combined human-based and machine-based ratings within an ecological paradigm, following Levis’s (2005) intelligibility principle and Thomson and Derwing’s (2015) call for research that is readily useful for language instructors. Results show that ASR users significantly outperformed non-ASR users on intelligibility, particularly when exposed to instruction on spelling-to-sound patterns, and demonstrated the biggest growth in proficiency. Gender was also found to impact results. Pedagogical implications and venues for future research are offered.
Keywords: intelligibility, proficiency, advanced oral skills, ASR, French as a foreign language, ecological approach
Published online: 11 February 2020
Abrahamsson, N., & Hyltenstam, K.
(2012) Oral proficiency interview. Familiarization manual [Electronic version]. Retrieved May 6, 2018 from http://community.actfl.org/HigherLogic/System/DownloadDocumentFile.ashx?DocumentFileKey=1543bfc6-e597-432d-aee6-19bdb7fffeef
Burston, J., & Arispe, K.
Creswell, J. W., & Plano Clark, V. L.
Derwing, T. M.
Derwing, T. M., Munro, M. J., & Carbonaro, M.
Ehsani, F., & Knodt, E.
Gilner, L., & Morales, F.
Grissom, R. J., & Kim, J. J.
Koo, T. K., & Li, M. Y.
Lee, J., Jang, J., & Plonsky, L.
Levis, J. M.
Levis, J., & Suvorov, R.
Liakin, D., Cardoso, W., & Liakina, N.
Ma, R., Henrichsen, L. E., Cox, T. L., & Tanner, M. W.
Munro, M. J., & Derwing, T. M.
Pew Research Center
(2018) Mobile fact sheet. Retrieved April 12, 2018 from http://www.pewinternet.org/fact-sheet/mobile/
Ranta, L., & Lyster, R.
Sicola, L., & Darcy, I.
Thomson, R. I., & Derwing, T. M.
van Doremalen, J., Boves, L., Colpaert, J., Cucchiarini, C., & Strik, H.
van Doremalen, J., Cucchiarini, C., & Strik, H.
van Lier, L.
Vu, N. T., Wang, Y., Klose, M., Mihaylova, Z., & Schultz, T.
(2014) Improving ASR performance on non-native speech using multilingual and crosslingual information. In Fifteenth Annual Conference of the International Speech Communication Association , Singapore, 2014.
Cited by 1 other publications
McCrocklin, Shannon & Idée Edalatishams
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