Abstract
The article presents results of recent experiments on recognition of gestural speech in Kazakh language. It provides overview of the process of collection and pre-processing of the gestural speech base as well as the parametric representation of the Kazakh gestural speech. Application prototype can be used as a foundational block for the recognition of gestural speech and pictures in Kazakh language.
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References
Besacier, L., Barnard, E., Karpov, A., Schultz, T.: Automatic speech recognition for under-resourced languages: A survey. Speech Communication 56, 85–100 (2014)
Kindiroglu, A., Yalcın, H., Aran, O., Hruz, M., Campr, P., Akarun, L., Karpov, A.: Automatic Recognition of Fingerspelling Gestures in Multiple Languages for a Communication Interface for the Disabled. Pattern Recognition and Image Analysis 22(4), 527–536 (2012)
Open Source Computer Vision Library (OpenCV), http://sourceforge.net/projects/opencvlibrary
Castrillyn, M., Deniz, O., Hernandez, D., Lorenzo, J.: Comparison of Face and Facial Feature Detectors based on the Viola-Jones General Object Detection Framework. Machine Vision and Applications 22(3), 481–494 (2011)
Bradsky, G., Kaehler, A.: Learning OpenCV. O’Reilly Publisher (2008)
Karpov, A.: Computer analysis and synthesis of Russian sign language. Voprosy Jazykoznanija 6, 41–53 (2011)
Neti, C., Potamianos, G., Luettin, J.: Audio-visual speech recognition. In: Final Workshop 2000 Report, Center for Language and Speech Processing. The Johns Hopkins University, Baltimore (2000)
Yu, H., Yang, J.: Direct LDA algorithm for high-dimensional data with application to face recognition. Pattern Recognition 34(10), 2067–2070 (2001)
Liang, L., Liu, X., Zhao, Y., Pi, X., Nefian, A.: Speaker independent audio-visual continuous speech recognition. In: Proc. International Conference on Multimedia and Expo ICME 2002, Lausanne, Switzerland (2002)
Devyatkov, V., Alfimcev, A.: Raspoznovanie manipulyativnich jestov. Herald of the Bauman Moscow state technical university. Priborostroenie 68(3), 56–75 (2007)
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Kudubayeva, S., Yermagambetova, G. (2014). Parametrc Representation of Kazakh Gestural Speech. In: Ronzhin, A., Potapova, R., Delic, V. (eds) Speech and Computer. SPECOM 2014. Lecture Notes in Computer Science(), vol 8773. Springer, Cham. https://doi.org/10.1007/978-3-319-11581-8_42
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DOI: https://doi.org/10.1007/978-3-319-11581-8_42
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-11580-1
Online ISBN: 978-3-319-11581-8
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