Skip to main content
banner image
No data available.
Please log in to see this content.
You have no subscription access to this content.
No metrics data to plot.
The attempt to load metrics for this article has failed.
The attempt to plot a graph for these metrics has failed.
The full text of this article is not currently available.
/content/asa/journal/jasa/137/2/10.1121/1.4905881
1.
1. Fasel, I. , and Berry, J. (2010). “ Deep belief networks for real-time extraction of tongue contours from ultrasound during speech,” in Proceedings of the 20th International IEEE Conference on Pattern Recognition, pp. 14931496.
2.
2. Hueber, T. , Aversano, G. , Chollet, G. , Denby, B. , Dreyfus, G. , Oussar, Y. , Russel, P. , and Stone, M. (2007). “ Eigentongue feature extraction for an ultrasound-based silent speech interface,” in Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing, pp. 12451248.
3.
3. Hueber, T. , Chollet, G. , Denby, B. , and Stone, M. (2008). “ Acquisition of ultrasound, video and acoustic speech data for a silent-speech interface application,” in Proceedings of International Seminar on Speech Production, pp. 365369.
4.
4. Ishwaran, H. , and Rao, J. S. (2005). “ Spike and slab variable selection: Frequentist and Bayesian strategies,” Ann. Stat. 33(2), 730773.
http://dx.doi.org/10.1214/009053604000001147
5.
5. Li, M. , Kambhamettu, C. , and Stone, M. (2005). “ Automatic contour tracking in ultrasound images,” Clin. Linguist. Phonet. 19(6-7), 545554.
http://dx.doi.org/10.1080/02699200500113616
6.
6. Maeda, S. (1990). “ Compensatory articulation during speech: Evidence from the analysis and synthesis of vocal-tract shapes using an articulatory model,” in Speech Production and Speech Modelling, edited by A. Marchal and W. J. Hardcastle ( Kluwer Academic, Dordrecht, The Netherlands), pp. 131149.
7.
7. Morris, J. S. , Baladandayuthapani, V. , Herrick, R. C. , Sanna, P. , and Gutstein, H. (2011). “ Automated analysis of quantitative image data using isomorphic functional mixed models with application to proteomics data,” Ann. Appl. Stat. 5(2A), 894923.
http://dx.doi.org/10.1214/10-AOAS407
8.
8. Morris, J. S. , and Carroll, R. J. (2006). “ Wavelet-based functional mixed models,” J. R. Stat. Soc. Ser. B 68(2), 179199.
http://dx.doi.org/10.1111/j.1467-9868.2006.00539.x
9.
9. Stone, M. , Davis, E. P. , Douglas, A. S. , Aiver, M. N. , Gullapalli, R. , Levine, W. S. , and Lundberg, A. J. (2001). “ Modeling tongue surface contours from cine-MRI images,” J. Speech Lang. Hear. Res. 44(5), 10261040.
http://dx.doi.org/10.1044/1092-4388(2001/081)
10.
10. Venables, W. N. , and Ripley, B. D. (2002). Modern Applied Statistics with S ( Springer, New York).
11.
11. Walker, J. S. (1999). A Primer on Wavelets and Their Scientific Applications ( Chapman and Hall/CRC, New York).
http://aip.metastore.ingenta.com/content/asa/journal/jasa/137/2/10.1121/1.4905881
Loading
/content/asa/journal/jasa/137/2/10.1121/1.4905881
Loading

Data & Media loading...

Loading

Article metrics loading...

/content/asa/journal/jasa/137/2/10.1121/1.4905881
2015-02-02
2016-09-25

Abstract

This paper illustrates the application of wavelet-based functional mixed models to automatic quantification of differences between tongue contours obtained through ultrasound imaging. The reliability of this method is demonstrated through the analysis of tongue positions recorded from a female and a male speaker at the onset of the vowels /a/ and /i/ produced in the context of the consonants /t/ and /k/. The proposed method allows detection of significant differences between configurations of the articulators that are visible in ultrasound images during the production of different speech gestures and is compatible with statistical designs containing both fixed and random terms.

Loading

Full text loading...

/deliver/fulltext/asa/journal/jasa/137/2/1.4905881.html;jsessionid=_O39xpfEr74xjPoHwwHvGUQ7.x-aip-live-06?itemId=/content/asa/journal/jasa/137/2/10.1121/1.4905881&mimeType=html&fmt=ahah&containerItemId=content/asa/journal/jasa
true
true

Access Key

  • FFree Content
  • OAOpen Access Content
  • SSubscribed Content
  • TFree Trial Content
752b84549af89a08dbdd7fdb8b9568b5 journal.articlezxybnytfddd
/content/realmedia?fmt=ahah&adPositionList=
&advertTargetUrl=//oascentral.aip.org/RealMedia/ads/&sitePageValue=asadl.org/jasa/137/2/10.1121/1.4905881&pageURL=http://scitation.aip.org/content/asa/journal/jasa/137/2/10.1121/1.4905881'
Right1,Right2,Right3,