{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:26:01Z","timestamp":1750220761132,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":23,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,11,13]],"date-time":"2019-11-13T00:00:00Z","timestamp":1573603200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2019,11,13]]},"DOI":"10.1145\/3379299.3379301","type":"proceedings-article","created":{"date-parts":[[2020,3,20]],"date-time":"2020-03-20T20:36:50Z","timestamp":1584736610000},"page":"38-42","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Ultrasound Tongue Image Classification using Transfer Learning"],"prefix":"10.1145","author":[{"given":"Yi","family":"Feng","sequence":"first","affiliation":[{"name":"Business School Sichuan University Chengdu, China"}]},{"given":"Xianglin","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Public Health Peking Union Medical College Beijing, China"}]}],"member":"320","published-online":{"date-parts":[[2020,3,20]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.specom.2009.08.002"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.specom.2018.02.002"},{"key":"e_1_3_2_1_3_1","volume-title":"Proceedings of IEEE International Conference on Acoustics. IEEE","author":"Hueber T.","year":"2007","unstructured":"T. Hueber , G. Aversano , G. Chollet , B. Denby , G. Dreyfus , Y. Oussar , P. Roussel , and M. Stone . 2007. Eigentongue feature extraction for an ultrasound- based silent speech interface . In Proceedings of IEEE International Conference on Acoustics. IEEE . Honolulu, HI, USA, 1245--1248. DOI=10.1109\/ICASSP. 2007 .366140. T. Hueber, G. Aversano, G. Chollet, B. Denby, G. Dreyfus, Y. Oussar, P. Roussel, and M. Stone. 2007. Eigentongue feature extraction for an ultrasound- based silent speech interface. In Proceedings of IEEE International Conference on Acoustics. IEEE. Honolulu, HI, USA, 1245--1248. DOI=10.1109\/ICASSP.2007.366140."},{"key":"e_1_3_2_1_4_1","volume-title":"Proceedings of the 3rd Conference on Laboratory Approaches to Spanish Phonology. 101--106","author":"Bressmann T.","year":"2008","unstructured":"T. Bressmann . 2008 . Quantitative assessment of tongue shape and movement using ultrasound imaging . In Proceedings of the 3rd Conference on Laboratory Approaches to Spanish Phonology. 101--106 . T. Bressmann. 2008. Quantitative assessment of tongue shape and movement using ultrasound imaging. In Proceedings of the 3rd Conference on Laboratory Approaches to Spanish Phonology. 101--106."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.specom.2009.11.004"},{"key":"e_1_3_2_1_6_1","volume-title":"Proceedings of IEEE International Conference on Acoustics IEEE. 4985--4988","author":"Wang J.","year":"2012","unstructured":"J. Wang , A. Samal , J. R. Green , and F. Rudzicz . 2012. Sentence recognition from articulatory movements for silent speech interfaces . In Proceedings of IEEE International Conference on Acoustics IEEE. 4985--4988 . DOI= 10.1109\/ICASSP. 2012 .6289039. J. Wang, A. Samal, J. R. Green, and F. Rudzicz. 2012. Sentence recognition from articulatory movements for silent speech interfaces. In Proceedings of IEEE International Conference on Acoustics IEEE. 4985--4988. DOI= 10.1109\/ICASSP.2012.6289039."},{"volume-title":"Proceedings of 12th Annual Conference of the International Speech Communication Association. 1005--1008","author":"Cai J.","key":"e_1_3_2_1_7_1","unstructured":"J. Cai , B. Denby , P. Roussel-Ragot , G. Dreyfus , and L. Crevier-Buchman . 2011. Recognition and real time performances of a lightweight ultrasound based silent speech interface employing a language model . In Proceedings of 12th Annual Conference of the International Speech Communication Association. 1005--1008 . J. Cai, B. Denby, P. Roussel-Ragot, G. Dreyfus, and L. Crevier-Buchman. 2011. Recognition and real time performances of a lightweight ultrasound based silent speech interface employing a language model. In Proceedings of 12th Annual Conference of the International Speech Communication Association. 1005--1008."},{"volume-title":"Proceedings of Interspeech. 1327--1330","author":"Wang J.","key":"e_1_3_2_1_8_1","unstructured":"J. Wang , A. Samal , J. R. Green , and F. Rudzicz . 2012. Whole word recognition from articulatory movements for silent speech interfaces . In Proceedings of Interspeech. 1327--1330 . J. Wang, A. Samal, J. R. Green, and F. Rudzicz. 2012. Whole word recognition from articulatory movements for silent speech interfaces. In Proceedings of Interspeech. 1327--1330."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1121\/1.4984122"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"crossref","unstructured":"M. Li C. Kambhamettu and M. Stone. 2005. Automatic contour tracking in ultrasound images. Clinical linguistics & phonetics. 19 6-7. 545--554. DOI=10.1080\/02699200500113616.  M. Li C. Kambhamettu and M. Stone. 2005. Automatic contour tracking in ultrasound images. Clinical linguistics & phonetics. 19 6-7. 545--554. DOI=10.1080\/02699200500113616.","DOI":"10.1080\/02699200500113616"},{"key":"e_1_3_2_1_11_1","unstructured":"J. Berry D. Archangeli and I. Fasel. 2010. Automatic classification of tongue gestures in ultrasound images. in Laboratory Phonology.  J. Berry D. Archangeli and I. Fasel. 2010. Automatic classification of tongue gestures in ultrasound images. in Laboratory Phonology."},{"key":"e_1_3_2_1_12_1","unstructured":"A. Krizhevsky I. Sutskever and G. E. Hinton. 2012. Imagenet classification with deep convolutional neural networks. In Advances in neural information processin systems 1097--1105.BDOI= 10.1145\/3065386.  A. Krizhevsky I. Sutskever and G. E. Hinton. 2012. Imagenet classification with deep convolutional neural networks. In Advances in neural information processin systems 1097--1105.BDOI= 10.1145\/3065386."},{"key":"e_1_3_2_1_13_1","volume-title":"Proceedings of IEEE International Conference on Acoustics IEEE. 2971--2975","author":"Tatulli E.","year":"2017","unstructured":"E. Tatulli and T. Hueber . 2017. Feature extraction using multimodal convolutional neural networks for visual speech recognition . In Proceedings of IEEE International Conference on Acoustics IEEE. 2971--2975 . DOI= 10.1109\/ICASSP. 2017 .7952701. E. Tatulli and T. Hueber. 2017. Feature extraction using multimodal convolutional neural networks for visual speech recognition. In Proceedings of IEEE International Conference on Acoustics IEEE. 2971--2975. DOI= 10.1109\/ICASSP.2017.7952701."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/ASRU.2007.4430161"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1121\/1.4951024"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2009.191"},{"volume-title":"Proccedings of 18th International Congress of Phonetic Sciences. arXiv=1605","author":"Xu K.","key":"e_1_3_2_1_17_1","unstructured":"K. Xu , Y. Yang , A. Jaumard-Hakoun , C. Leboullenger , G. Dreyfus , P. Roussel , M. Stone , and B. Denby . 2015. Development of a 3D tongue motion visualization platform based on ultrasound image sequences . In Proccedings of 18th International Congress of Phonetic Sciences. arXiv=1605 .06106. K. Xu, Y. Yang, A. Jaumard-Hakoun, C. Leboullenger, G. Dreyfus, P. Roussel, M. Stone, and B. Denby. 2015. Development of a 3D tongue motion visualization platform based on ultrasound image sequences. In Proccedings of 18th International Congress of Phonetic Sciences. arXiv=1605.06106."},{"volume-title":"Proceedings of Interspeech. 1482--1483","author":"Xu K.","key":"e_1_3_2_1_18_1","unstructured":"K. Xu , Y. Yang , A. Jaumard-Hakoun , M. Adda-Decker , A. Amelot , S. K. A. Kork , L. Crevier-Buchman , P. Chawah , G. Dreyfus , T. Fux , C. Pillot-Loiseau , P. Roussel , M. Stone , and B. Denby . 2014. 3D tongue motion visualization based on ultrasound image sequences . In Proceedings of Interspeech. 1482--1483 . DOI=10.5281\/zendo.16088. K. Xu, Y. Yang, A. Jaumard-Hakoun, M. Adda-Decker, A. Amelot, S. K. A. Kork, L.Crevier-Buchman, P. Chawah, G. Dreyfus, T. Fux, C. Pillot-Loiseau, P. Roussel, M. Stone, and B. Denby. 2014. 3D tongue motion visualization based on ultrasound image sequences. In Proceedings of Interspeech. 1482--1483. DOI=10.5281\/zendo.16088."},{"volume-title":"Proceedings of International Conference on Learning Representations. arXiv=1409","author":"Simonyan K.","key":"e_1_3_2_1_19_1","unstructured":"K. Simonyan and A. Zisserman , 2014, Very deep convolutional networks for large-scale image recognition . In Proceedings of International Conference on Learning Representations. arXiv=1409 .1556v6. K. Simonyan and A. Zisserman, 2014, Very deep convolutional networks for large-scale image recognition. In Proceedings of International Conference on Learning Representations. arXiv=1409.1556v6."},{"key":"e_1_3_2_1_20_1","volume-title":"Proceedings of the IEEE conference on computer vision and pattern recognition. 1--9. DOI= 10","author":"Szegedy C.","year":"2015","unstructured":"C. Szegedy , W. Liu , Y. Jia , P. Sermanet , S. Reed , D. Anguelov , D. Erhan , V. Vanhoucke , and A. Rabinovich . 2015. Going deeper with convolutions . In Proceedings of the IEEE conference on computer vision and pattern recognition. 1--9. DOI= 10 .1109\/CVPR. 2015 .7298594. C. Szegedy, W. Liu, Y. Jia, P. Sermanet, S. Reed, D. Anguelov, D. Erhan, V. Vanhoucke, and A. Rabinovich. 2015. Going deeper with convolutions. In Proceedings of the IEEE conference on computer vision and pattern recognition. 1--9. DOI= 10.1109\/CVPR.2015.7298594."},{"key":"e_1_3_2_1_21_1","volume-title":"Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. DOI= 10","author":"He K.","year":"2016","unstructured":"K. He , X. Zhang , S. Ren , and J. Sun . 2016. Deep residual learning for image recognition . In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. DOI= 10 .1109\/CVPR. 2016 .90. K. He, X. Zhang, S. Ren, and J. Sun. 2016. Deep residual learning for image recognition. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. DOI= 10.1109\/CVPR.2016.90."},{"volume-title":"Proceedings of IEEE Conference on Computer Vision and Pattern Recognition. arXiv=1608","author":"Huang G.","key":"e_1_3_2_1_22_1","unstructured":"G. Huang , Z. Liu , L. Van Der Maaten, and K. Q. 2017. Densely connected convolutional networks . In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition. arXiv=1608 .06993v5. G. Huang, Z. Liu, L. Van Der Maaten, and K. Q. 2017. Densely connected convolutional networks. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition. arXiv=1608.06993v5."},{"key":"e_1_3_2_1_23_1","article-title":"Visualizing data using t-SNE","volume":"9","author":"Maaten L. v. d.","year":"2008","unstructured":"L. v. d. Maaten and G. Hinton . 2008 . Visualizing data using t-SNE . Journal of machine learning research. 9 , 2065, 2579--2605. DOI= 10.1007\/s10846-008-9235-4. L. v. d. Maaten and G. Hinton. 2008. Visualizing data using t-SNE. Journal of machine learning research. 9, 2065, 2579--2605. DOI= 10.1007\/s10846-008-9235-4.","journal-title":"Journal of machine learning research."}],"event":{"name":"DMIP '19: 2019 2nd International Conference on Digital Medicine and Image Processing","sponsor":["East China Normal University","University of Tsukuba University of Tsukuba"],"location":"Shanghai China","acronym":"DMIP '19"},"container-title":["Proceedings of the 2019 2nd International Conference on Digital Medicine and Image Processing"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3379299.3379301","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3379299.3379301","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T22:41:02Z","timestamp":1750200062000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3379299.3379301"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,11,13]]},"references-count":23,"alternative-id":["10.1145\/3379299.3379301","10.1145\/3379299"],"URL":"https:\/\/doi.org\/10.1145\/3379299.3379301","relation":{},"subject":[],"published":{"date-parts":[[2019,11,13]]},"assertion":[{"value":"2020-03-20","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}