A speech-to-video synthesis approach using spatio-temporal diffusion for vocal tract MRI.

Maureen Stone 0001 Maureen L. Stone University of Maryland, School of Dentistry, Baltimore, MD, USA http://speech.umaryland.edu/staff/stone.html https://ieeexplore.ieee.org/author/37284768500 Maureen Stone Maureen Stone 0002 Maureen C. Stone Tableau Research, Seattle, WA, USA http://www.stonesc.com/ https://dl.acm.org/profile/81100388123 https://en.wikipedia.org/wiki/Maureen_C._Stone https://www.wikidata.org/entity/Q14264 https://id.loc.gov/authorities/names/n88656630 https://d-nb.info/gnd/1213755700 https://ieeexplore.ieee.org/author/37376130500 https://orcid.org/0009-0004-3222-9771

Paula Andrea Pérez-Toro Tomás Arias-Vergara Fangxu Xing Xiaofeng Liu 0001 Maureen Stone 0001 Jiachen Zhuo Juan Rafael Orozco-Arroyave Elmar Nöth Jana Hutter Jerry L. Prince Andreas K. Maier Jonghye Woo A speech-to-video synthesis approach using spatio-temporal diffusion for vocal tract MRI. 2026 104053 111 Medical Image Anal. https://doi.org/10.1016/j.media.2026.104053 db/journals/mia/mia111.html#PerezToroAXLSZONHPMW26 streams/journals/mia

Tomás Arias-Vergara Paula Andrea Pérez-Toro Xiaofeng Liu 0001 Fangxu Xing Maureen Stone 0001 Jiachen Zhuo Jerry L. Prince Maria Schuster Elmar Nöth Jonghye Woo Andreas K. Maier Abstract: Contrastive Learning Approach for Assessment of Speech in Patients with Tongue Cancer using MRI Data. 216 2025 Bildverarbeitung für die Medizin https://doi.org/10.1007/978-3-658-47422-5_47 conf/bildmed/2025 db/conf/bildmed/bildmed2025.html#Arias-VergaraP025

Paula Andrea Pérez-Toro Tomás Arias-Vergara Fangxu Xing Xiaofeng Liu 0001 Maureen Stone 0001 Jiachen Zhuo Juan Rafael Orozco-Arroyave Elmar Nöth Jana Hutter Jerry L. Prince Andreas K. Maier Jonghye Woo A Speech-to-Video Synthesis Approach Using Spatio-Temporal Diffusion for Vocal Tract MRI. 2025 March abs/2503.12102 CoRR https://doi.org/10.48550/arXiv.2503.12102 db/journals/corr/corr2503.html#abs-2503-12102 streams/journals/corr

Daiqi Liu Tomás Arias-Vergara Johannes Enk Fangxu Xing Maureen Stone 0001 Jerry L. Prince Jana Hutter Andreas K. Maier Jonghye Woo Paula Andrea Pérez-Toro VocSegMRI: Multimodal Learning for Precise Vocal Tract Segmentation in Real-time MRI. 2025 September abs/2509.13767 CoRR https://doi.org/10.48550/arXiv.2509.13767 db/journals/corr/corr2509.html#abs-2509-13767 streams/journals/corr

Tomás Arias-Vergara Paula Andrea Pérez-Toro Xiaofeng Liu 0001 Fangxu Xing Maureen Stone 0001 Jiachen Zhuo Jerry L. Prince Maria Schuster Elmar Nöth Jonghye Woo Andreas K. Maier Contrastive Learning Approach for Assessment of Phonological Precision in Patients with Tongue Cancer Using MRI Data. 2024 INTERSPEECH https://doi.org/10.21437/Interspeech.2024-2236 conf/interspeech/2024 db/conf/interspeech/interspeech2024.html#Arias-VergaraP024 Xiaofeng Liu 0001 Fangxu Xing Zhangxing Bian Tomás Arias-Vergara Paula Andrea Pérez-Toro Andreas K. Maier Maureen Stone 0001 Jiachen Zhuo Jerry L. Prince Jonghye Woo Tagged-to-Cine MRI Sequence Synthesis via Light Spatial-Temporal Transformer. 701-711 2024 MICCAI (7) https://doi.org/10.1007/978-3-031-72104-5_67 conf/miccai/2024-7 db/conf/miccai/miccai2024-7.html#LiuXBAPMSZPW24 streams/conf/miccai

Xiaofeng Liu 0001 Fangxu Xing Jiachen Zhuo Maureen Stone 0001 Jerry L. Prince Georges El Fakhri Jonghye Woo Speech motion anomaly detection via cross-modal translation of 4D motion fields from tagged MRI. 2024 abs/2402.06984 CoRR https://doi.org/10.48550/arXiv.2402.06984 db/journals/corr/corr2402.html#abs-2402-06984

Xiaofeng Liu 0001 Jerry L. Prince Fangxu Xing Jiachen Zhuo Timothy G. Reese Maureen Stone 0001 Georges El Fakhri Jonghye Woo Attentive continuous generative self-training for unsupervised domain adaptive medical image translation. 102851 2023 August 88 Medical Image Anal. https://doi.org/10.1016/j.media.2023.102851 db/journals/mia/mia88.html#LiuPXZRSFW23

Ursa Maity Fangxu Xing Jerry L. Prince Maureen Stone 0001 Georges El Fakhri Jonghye Woo Sidney Fels Motor Control Similarity Between Speakers Saying "A Souk" Using Inverse Atlas Tongue Modeling. 4189-4193 2023 INTERSPEECH https://doi.org/10.21437/Interspeech.2023-2247 conf/interspeech/2023 db/conf/interspeech/interspeech2023.html#MaityXPSFWF23 Xiaofeng Liu 0001 Fangxu Xing Maureen Stone 0001 Jiachen Zhuo Sidney S. Fels Jerry L. Prince Georges El Fakhri Jonghye Woo Speech Audio Synthesis from Tagged MRI and Non-negative Matrix Factorization via Plastic Transformer. 435-445 2023 MICCAI (7) https://doi.org/10.1007/978-3-031-43990-2_41 conf/miccai/2023-7 db/conf/miccai/miccai2023-7.html#LiuXSZFPFW23 Xiaofeng Liu 0001 Fangxu Xing Jerry L. Prince Maureen Stone 0001 Georges El Fakhri Jonghye Woo Synthesizing audio from tongue motion during speech using tagged MRI via transformer. 2023 Image Processing https://doi.org/10.1117/12.2653345 conf/miip/2023 db/conf/miip/miip2023.html#0001XP0FW23 Jinglun Yu Muhan Shao Zhangxing Bian Xiao Liang Jiachen Zhuo Maureen Stone 0001 Jerry L. Prince New starting point registration method for tagged MRI tongue motion estimation. 2023 Image Processing https://doi.org/10.1117/12.2653913 conf/miip/2023 db/conf/miip/miip2023.html#YuSBLZ0P23

Xiaofeng Liu 0001 Fangxu Xing Jerry L. Prince Maureen Stone 0001 Georges El Fakhri Jonghye Woo Synthesizing audio from tongue motion during speech using tagged MRI via transformer. 2023 abs/2302.07203 CoRR https://doi.org/10.48550/arXiv.2302.07203 db/journals/corr/corr2302.html#abs-2302-07203

Xiaofeng Liu 0001 Jerry L. Prince Fangxu Xing Jiachen Zhuo Timothy G. Reese Maureen Stone 0001 Georges El Fakhri Jonghye Woo Attentive Continuous Generative Self-training for Unsupervised Domain Adaptive Medical Image Translation. 2023 abs/2305.14589 CoRR https://doi.org/10.48550/arXiv.2305.14589 db/journals/corr/corr2305.html#abs-2305-14589

Xiaofeng Liu 0001 Fangxu Xing Maureen Stone 0001 Jiachen Zhuo Sidney S. Fels Jerry L. Prince Georges El Fakhri Jonghye Woo Speech Audio Synthesis from Tagged MRI and Non-Negative Matrix Factorization via Plastic Transformer. 2023 abs/2309.14586 CoRR https://doi.org/10.48550/arXiv.2309.14586 db/journals/corr/corr2309.html#abs-2309-14586

Xiaofeng Liu 0001 Fangxu Xing Maureen Stone 0001 Jerry L. Prince Jangwon Kim Georges El Fakhri Jonghye Woo Cmri2spec: Cine MRI Sequence to Spectrogram Synthesis via A Pairwise Heterogeneous Translator. 1481-1485 2022 ICASSP https://doi.org/10.1109/ICASSP43922.2022.9746381 conf/icassp/2022 db/conf/icassp/icassp2022.html#LiuXSPKFW22 Xiaofeng Liu 0001 Fangxu Xing Jerry L. Prince Jiachen Zhuo Maureen Stone 0001 Georges El Fakhri Jonghye Woo Tagged-MRI Sequence to Audio Synthesis via Self Residual Attention Guided Heterogeneous Translator. 376-386 2022 MICCAI (6) https://doi.org/10.1007/978-3-031-16446-0_36 conf/miccai/2022-6 db/conf/miccai/miccai2022-6.html#LiuXPZSFW22 Xiaofeng Liu 0001 Fangxu Xing Jerry L. Prince Maureen Stone 0001 Georges El Fakhri Jonghye Woo Structure-aware unsupervised tagged-to-cine MRI synthesis with self disentanglement. 2022 Image Processing https://doi.org/10.1117/12.2610655 conf/miip/2022 db/conf/miip/miip2022.html#0001XP0FW22 Fangxu Xing Xiaofeng Liu 0001 Timothy G. Reese Maureen Stone 0001 Van J. Wedeen Jerry L. Prince Georges El Fakhri Jonghye Woo Measuring strain in diffusion-weighted data using tagged magnetic resonance imaging. 2022 Image Processing https://doi.org/10.1117/12.2610989 conf/miip/2022 db/conf/miip/miip2022.html#XingLR0WPFW22

Xiaofeng Liu 0001 Fangxu Xing Jerry L. Prince Maureen Stone 0001 Georges El Fakhri Jonghye Woo Structure-aware Unsupervised Tagged-to-Cine MRI Synthesis with Self Disentanglement. 2022 abs/2202.12474 CoRR https://arxiv.org/abs/2202.12474 db/journals/corr/corr2202.html#abs-2202-12474

Xiaofeng Liu 0001 Fangxu Xing Jerry L. Prince Jiachen Zhuo Maureen Stone 0001 Georges El Fakhri Jonghye Woo Tagged-MRI Sequence to Audio Synthesis via Self Residual Attention Guided Heterogeneous Translator. 2022 abs/2206.02284 CoRR https://doi.org/10.48550/arXiv.2206.02284 db/journals/corr/corr2206.html#abs-2206-02284

Jonghye Woo Fangxu Xing Jerry L. Prince Maureen Stone 0001 Arnold D. Gomez Timothy G. Reese Van J. Wedeen Georges El Fakhri A deep joint sparse non-negative matrix factorization framework for identifying the common and subject-specific functional units of tongue motion during speech. 102131 2021 72 Medical Image Anal. https://doi.org/10.1016/j.media.2021.102131 https://www.wikidata.org/entity/Q114147826 db/journals/mia/mia72.html#WooXPSGRWF21

Xiaofeng Liu 0001 Fangxu Xing Jerry L. Prince Aaron Carass Maureen Stone 0001 Georges El Fakhri Jonghye Woo Dual-Cycle Constrained Bijective Vae-Gan For Tagged-To-Cine Magnetic Resonance Image Synthesis. 1448-1452 2021 ISBI https://doi.org/10.1109/ISBI48211.2021.9433852 conf/isbi/2021 db/conf/isbi/isbi2021.html#LiuXPCSFW21 Xiaofeng Liu 0001 Fangxu Xing Maureen Stone 0001 Jiachen Zhuo Timothy G. Reese Jerry L. Prince Georges El Fakhri Jonghye Woo Generative Self-training for Cross-Domain Unsupervised Tagged-to-Cine MRI Synthesis. 138-148 2021 MICCAI (3) https://doi.org/10.1007/978-3-030-87199-4_13 conf/miccai/2021-3 db/conf/miccai/miccai2021-3.html#LiuXSZRPFW21 Muhan Shao Aaron Carass Jiachen Zhuo Xiao Liang Dima H. Ghunaim Maureen L. Stone Jerry L. Prince Dynamic palatogram generation from Cine MRI for normalized speech assessment. 2021 Image Processing https://doi.org/10.1117/12.2581959 conf/miip/2021 db/conf/miip/miip2021.html#ShaoCZLGSP21 Muhan Shao Arnold D. Gomez Jiachen Zhuo Xiao Liang Maureen Stone 0001 Aaron Carass Jerry L. Prince Reconstruction and refinement of crossing muscle fibers in the human tongue. 2021 Image Processing https://doi.org/10.1117/12.2582287 conf/miip/2021 db/conf/miip/miip2021.html#ShaoGZL0CP21 Fangxu Xing Maureen Stone 0001 Jerry L. Prince Xiaofeng Liu 0001 Georges El Fakhri Jonghye Woo Floor-of-the-mouth muscle function analysis using dynamic magnetic resonance imaging. 2021 Image Processing https://doi.org/10.1117/12.2581484 conf/miip/2021 db/conf/miip/miip2021.html#Xing0P0FW21

Xiaofeng Liu 0001 Fangxu Xing Jerry L. Prince Aaron Carass Maureen Stone 0001 Georges El Fakhri Jonghye Woo Dual-cycle Constrained Bijective VAE-GAN For Tagged-to-Cine Magnetic Resonance Image Synthesis. 2021 abs/2101.05439 CoRR https://arxiv.org/abs/2101.05439 db/journals/corr/corr2101.html#abs-2101-05439

Xiaofeng Liu 0001 Fangxu Xing Maureen Stone 0001 Jiachen Zhuo Timothy G. Reese Jerry L. Prince Georges El Fakhri Jonghye Woo Generative Self-training for Cross-domain Unsupervised Tagged-to-Cine MRI Synthesis. 2021 abs/2106.12499 CoRR https://arxiv.org/abs/2106.12499 db/journals/corr/corr2106.html#abs-2106-12499

Jonghye Woo Fangxu Xing Jerry L. Prince Maureen Stone 0001 Timothy G. Reese Van J. Wedeen Georges El Fakhri Identifying the common and subject-specific functional units of speech movements via a joint sparse non-negative matrix factorization framework. 113131S 2020 Image Processing https://doi.org/10.1117/12.2548991 conf/miip/2020 db/conf/miip/miip2020.html#WooXPSRWF20

Jonghye Woo Fangxu Xing Jerry L. Prince Maureen Stone 0001 Arnold D. Gomez Timothy G. Reese Van J. Wedeen Georges El Fakhri A Deep Joint Sparse Non-negative Matrix Factorization Framework for Identifying the Common and Subject-specific Functional Units of Tongue Motion During Speech. 2020 abs/2007.04865 CoRR https://arxiv.org/abs/2007.04865 db/journals/corr/corr2007.html#abs-2007-04865

Jonghye Woo Fangxu Xing Maureen Stone 0001 Jordan R. Green Timothy G. Reese Thomas J. Brady Van J. Wedeen Jerry L. Prince Georges El Fakhri Speech Map: a statistical multimodal atlas of 4D tongue motion during speech from tagged and cine MR images. 361-373 2019 7 Comput. methods Biomech. Biomed. Eng. Imaging Vis. 4 https://doi.org/10.1080/21681163.2017.1382393 https://www.wikidata.org/entity/Q92059417 db/journals/cmbbeiv/cmbbeiv7.html#WooXSGRBWPF19

Jonghye Woo Jerry L. Prince Maureen Stone 0001 Fangxu Xing Arnold D. Gomez Jordan R. Green Christopher J. Hartnick Thomas J. Brady Timothy G. Reese Van J. Wedeen Georges El Fakhri A Sparse Non-Negative Matrix Factorization Framework for Identifying Functional Units of Tongue Behavior From MRI. 730-740 2019 38 IEEE Trans. Medical Imaging 3 https://doi.org/10.1109/TMI.2018.2870939 https://www.wikidata.org/entity/Q91577867 db/journals/tmi/tmi38.html#WooPSXGGHBRWF19

Maureen L. Stone Jonghye Woo Junghoon Lee Tera Poole Amy Seagraves Michael Chung Eric Kim Emi Z. Murano Jerry L. Prince Silvia S. Blemker Structure and variability in human tongue muscle anatomy. 499-507 2018 6 Comput. methods Biomech. Biomed. Eng. Imaging Vis. 5 https://doi.org/10.1080/21681163.2016.1162752 https://www.wikidata.org/entity/Q56389134 db/journals/cmbbeiv/cmbbeiv6.html#StoneWLPSCKMPB18

Jonghye Woo Fangxu Xing Junghoon Lee Maureen Stone 0001 Jerry L. Prince A spatio-temporal atlas and statistical model of the tongue during speech from cine-MRI. 520-531 2018 6 Comput. methods Biomech. Biomed. Eng. Imaging Vis. 5 https://doi.org/10.1080/21681163.2016.1169220 https://www.wikidata.org/entity/Q90405921 db/journals/cmbbeiv/cmbbeiv6.html#WooXLSP18

Arnold D. Gomez Maureen L. Stone Philip V. Bayly Jerry L. Prince Quantifying Tensor Field Similarity with Global Distributions and Optimal Transport. 428-436 2018 MICCAI (2) https://doi.org/10.1007/978-3-030-00934-2_48 https://www.wikidata.org/entity/Q102070012 conf/miccai/2018-2 db/conf/miccai/miccai2018-2.html#GomezSBP18 Aniket A. Tolpadi Maureen L. Stone Aaron Carass Jerry L. Prince Arnold D. Gomez Inverse biomechanical modeling via machine learning and synthetic training data. 1057606 2018 Image-Guided Procedures https://doi.org/10.1117/12.2296927 https://www.wikidata.org/entity/Q55515370 conf/miigp/2018 db/conf/miigp/miigp2018.html#TolpadiSCPG18 Fangxu Xing Jerry L. Prince Maureen Stone 0001 Timothy G. Reese Nazem Atassi Van J. Wedeen Georges El Fakhri Jonghye Woo Strain map of the tongue in normal and ALS speech patterns from tagged and diffusion MRI. 1057411 2018 Image Processing https://doi.org/10.1117/12.2293028 https://www.wikidata.org/entity/Q55234374 conf/miip/2018 db/conf/miip/miip2018.html#XingPSRAWFW18 Xiaokai Wang Maureen L. Stone Jerry L. Prince Arnold D. Gomez A novel filtering approach for 3D harmonic phase analysis of tagged MRI. 1057414 2018 Image Processing https://doi.org/10.1117/12.2293643 https://www.wikidata.org/entity/Q92986144 conf/miip/2018 db/conf/miip/miip2018.html#WangSPG18

Jonghye Woo Jerry L. Prince Maureen Stone 0001 Fangxu Xing Arnold D. Gomez Jordan R. Green Christopher J. Hartnick Thomas J. Brady Timothy G. Reese Van J. Wedeen Georges El Fakhri A Sparse Non-negative Matrix Factorization Framework for Identifying Functional Units of Tongue Behavior from MRI. 2018 abs/1804.05370 CoRR http://arxiv.org/abs/1804.05370 db/journals/corr/corr1804.html#abs-1804-05370

Negar M. Harandi Ian Stavness Jonghye Woo Maureen Stone 0001 Rafeef Abugharbieh Sidney S. Fels Subject-specific biomechanical modelling of the oropharynx: towards speech production. 416-426 2017 5 Comput. methods Biomech. Biomed. Eng. Imaging Vis. 6 https://doi.org/10.1080/21681163.2015.1033756 https://www.wikidata.org/entity/Q89408361 db/journals/cmbbeiv/cmbbeiv5.html#HarandiSWSAF17

Fangxu Xing Jonghye Woo Arnold D. Gomez Dzung L. Pham Philip V. Bayly Maureen L. Stone Jerry L. Prince Phase Vector Incompressible Registration Algorithm for Motion Estimation From Tagged Magnetic Resonance Images. 2116-2128 2017 36 IEEE Trans. Medical Imaging 10 https://doi.org/10.1109/TMI.2017.2723021 https://www.wikidata.org/entity/Q38686161 db/journals/tmi/tmi36.html#XingWGPBSP17

Keyi Tang Negar M. Harandi Jonghye Woo Georges El Fakhri Maureen Stone 0001 Sidney S. Fels Speaker-Specific Biomechanical Model-Based Investigation of a Simple Speech Task Based on Tagged-MRI. 2282-2286 2017 INTERSPEECH https://doi.org/10.21437/Interspeech.2017-1576 conf/interspeech/2017 db/conf/interspeech/interspeech2017.html#TangHWFSF17 Fangxu Xing Jerry L. Prince Maureen Stone 0001 Van J. Wedeen Georges El Fakhri Jonghye Woo A four-dimensional motion field atlas of the tongue from tagged and cine magnetic resonance imaging. 101331H 2017 Image Processing https://doi.org/10.1117/12.2254363 https://www.wikidata.org/entity/Q47105802 conf/miip/2017 db/conf/miip/miip2017.html#XingPSWFW17

Jonghye Woo Fangxu Xing Maureen L. Stone Jordan R. Green Timothy G. Reese Thomas J. Brady Van J. Wedeen Jerry L. Prince Georges El Fakhri Speech Map: A Statistical Multimodal Atlas of 4D Tongue Motion During Speech from Tagged and Cine MR Images. 2017 abs/1701.06708 CoRR http://arxiv.org/abs/1701.06708 db/journals/corr/corr1701.html#WooXSGRBWPF17

Fangxu Xing Jonghye Woo Arnold D. Gomez Dzung L. Pham Philip V. Bayly Maureen L. Stone Jerry L. Prince Incompressible Phase Registration for Motion Estimation from Tagged Magnetic Resonance Images. 24-33 2016 RAMBO+HVSMR@MICCAI https://doi.org/10.1007/978-3-319-52280-7_3 conf/miccai/2016rambo db/conf/miccai/rambo2016.html#XingWGPBSP16

Kele Xu Yin Yang 0002 Aurore Jaumard-Hakoun Clémence Leboullenger Gérard Dreyfus Pierre Roussel Maureen Stone 0001 Bruce Denby Development of a 3D tongue motion visualization platform based on ultrasound image sequences. 2016 abs/1605.06106 CoRR http://arxiv.org/abs/1605.06106 db/journals/corr/corr1605.html#XuYJLDRSD16

Jonghye Woo Junghoon Lee Emi Z. Murano Fangxu Xing Meena Al-Talib Maureen L. Stone Jerry L. Prince A high-resolution atlas and statistical model of the vocal tract from structural MRI. 47-60 2015 3 Comput. methods Biomech. Biomed. Eng. Imaging Vis. 1 https://doi.org/10.1080/21681163.2014.933679 https://www.wikidata.org/entity/Q35738357 db/journals/cmbbeiv/cmbbeiv3.html#WooLMXASP15

Chuyang Ye Emi Z. Murano Maureen L. Stone Jerry L. Prince A Bayesian approach to distinguishing interdigitated tongue muscles from limited diffusion magnetic resonance imaging. 63-74 2015 45 Comput. Medical Imaging Graph. https://doi.org/10.1016/j.compmedimag.2015.07.005 https://www.wikidata.org/entity/Q40307346 db/journals/cmig/cmig45.html#YeMSP15

Bulat Ibragimov Jerry L. Prince Emi Z. Murano Jonghye Woo Maureen L. Stone Bostjan Likar Franjo Pernus Tomaz Vrtovec Segmentation of tongue muscles from super-resolution magnetic resonance images. 198-207 2015 20 Medical Image Anal. 1 https://doi.org/10.1016/j.media.2014.11.006 https://www.wikidata.org/entity/Q42553798 db/journals/mia/mia20.html#IbragimovPMWSLPV15

Jonghye Woo Maureen L. Stone Jerry L. Prince Multimodal Registration via Mutual Information Incorporating Geometric and Spatial Context. 757-769 2015 24 IEEE Trans. Image Process. 2 https://doi.org/10.1109/TIP.2014.2387019 https://www.wikidata.org/entity/Q30409323 db/journals/tip/tip24.html#WooSP15

Aurore Jaumard-Hakoun Kele Xu Pierre Roussel-Ragot Gérard Dreyfus Maureen Stone 0001 Bruce Denby Tongue contour extraction from ultrasound images based on deep neural network. 2015 ICPhS https://www.internationalphoneticassociation.org/icphs-proceedings/ICPhS2015/Papers/ICPHS0557.pdf conf/icphs/2015 db/conf/icphs/icphs2015.html#Jaumard-HakounX15 Kele Xu Yin Yang 0002 Aurore Jaumard-Hakoun Clémence Leboullenger Gérard Dreyfus Pierre Roussel-Ragot Maureen Stone 0001 Bruce Denby Development of a 3D tongue motion visualization platform based on ultrasound image sequences. 2015 ICPhS https://www.internationalphoneticassociation.org/icphs-proceedings/ICPhS2015/Papers/ICPHS0360.pdf conf/icphs/2015 db/conf/icphs/icphs2015.html#XuYJLDRSD15 Jonghye Woo Fangxu Xing Junghoon Lee Maureen L. Stone Jerry L. Prince Construction of An Unbiased Spatio-Temporal Atlas of the Tongue During Speech. 723-732 2015 IPMI https://doi.org/10.1007/978-3-319-19992-4_57 https://www.wikidata.org/entity/Q42548588 conf/ipmi/2015 db/conf/ipmi/ipmi2015.html#WooXLSP15 Negar M. Harandi Jonghye Woo Moshiur Rahman Farazi Ian Stavness Maureen Stone 0001 Sidney S. Fels Rafeef Abugharbieh Subject-specific biomechanical modelling of the oropharynx with application to speech production. 1389-1392 2015 ISBI https://doi.org/10.1109/ISBI.2015.7164135 conf/isbi/2015 db/conf/isbi/isbi2015.html#HarandiWFSSFA15 Fangxu Xing Chuyang Ye Jonghye Woo Maureen L. Stone Jerry L. Prince Relating speech production to tongue muscle compressions using tagged and high-resolution magnetic resonance imaging. 94131L 2015 Image Processing https://doi.org/10.1117/12.2081652 https://www.wikidata.org/entity/Q38985565 conf/miip/2015 db/conf/miip/miip2015.html#XingYWSP15 Samer Al Kork Deniz Ugurca C. Sahin Patrick Chawah Lise Crevier-Buchman Martine Adda-Decker Kele Xu Bruce Denby Pierre Roussel-Ragot Benjamin Picart Stéphane Dupont Filareti Tsalakanidou Alexandros Kitsikidis Francesca Maria Dagnino Michela Ott Francesca Pozzi Maureen Stone 0001 Erdal Yilmaz A Novel Human Interaction Game-like Application to Learn, Perform and Evaluate Modern Contemporary Singing - "Human Beat Box". 640-650 2015 VISAPP (2) https://doi.org/10.5220/0005429506400650 conf/visapp/2015-2 db/conf/visapp/visapp2015-2.html#KorkUSCCAXDRPDT15

Maureen L. Stone Jonghye Woo Jiachen Zhuo Hegang Chen Jerry L. Prince Patterns of variance in /s/ during normal and glossectomy speech. 197-207 2014 2 Comput. methods Biomech. Biomed. Eng. Imaging Vis. 4 https://doi.org/10.1080/21681163.2013.837841 https://www.wikidata.org/entity/Q30397168 db/journals/cmbbeiv/cmbbeiv2.html#StoneWZCP14

Junghoon Lee Jonghye Woo Fangxu Xing Emi Z. Murano Maureen L. Stone Jerry L. Prince Semi-automatic segmentation for 3D motion analysis of the tongue with dynamic MRI. 714-724 2014 38 Comput. Medical Imaging Graph. 8 https://doi.org/10.1016/j.compmedimag.2014.07.004 https://www.wikidata.org/entity/Q30397165 db/journals/cmig/cmig38.html#LeeWXMSP14

Chuyang Ye Aaron Carass Emi Z. Murano Maureen L. Stone Jerry L. Prince A Bayesian Approach to Distinguishing Interdigitated Muscles in the Tongue from Limited Diffusion Weighted Imaging. 13-24 2014 BAMBI https://doi.org/10.1007/978-3-319-12289-2_2 https://www.wikidata.org/entity/Q86599249 conf/bambi/2014 db/conf/bambi/bambi2014.html#YeCMSP14 Kele Xu Yin Yang 0002 A. Jaumard-Hakoun Martine Adda-Decker Angélique Amelot Samer Al Kork Lise Crevier-Buchman Patrick Chawah Gérard Dreyfus Thibaut Fux Claire Pillot-Loiseau Pierre Roussel Maureen Stone 0001 Bruce Denby 3d tongue motion visualization based on ultrasound image sequences. 1482-1483 2014 INTERSPEECH https://www.isca-speech.org/archive/interspeech_2014/xu14b_interspeech.html conf/interspeech/2014 db/conf/interspeech/interspeech2014.html#XuYJAAKCCDFPRSD14 Patrick Chawah Samer Al Kork Thibaut Fux Martine Adda-Decker Angélique Amelot Nicolas Audibert Bruce Denby Gérard Dreyfus A. Jaumard-Hakoun Claire Pillot-Loiseau Pierre Roussel Maureen Stone 0001 Kele Xu Lise Crevier-Buchman An educational platform to capture, visualize and analyze rare singing. 2128-2129 2014 INTERSPEECH https://www.isca-speech.org/archive/interspeech_2014/chawah14_interspeech.html conf/interspeech/2014 db/conf/interspeech/interspeech2014.html#ChawahKFAAADDJPRSXC14 Jonghye Woo Fangxu Xing Junghoon Lee Maureen L. Stone Jerry L. Prince Determining Functional Units of Tongue Motion via Graph-Regularized Sparse Non-negative Matrix Factorization. 146-153 2014 MICCAI (2) https://doi.org/10.1007/978-3-319-10470-6_19 https://www.wikidata.org/entity/Q86205931 conf/miccai/2014-2 db/conf/miccai/miccai2014-2.html#WooXLSP14 Andrew Kenneth Ho Mark A. Nicosia Angela Dietsch William Pearson Jana Rieger Nancy Solomon Maureen Stone 0001 Yoko Inamoto Eiichi Saitoh Sheldon Green Sidney S. Fels 3D dynamic visualization of swallowing from multi-slice computed tomography. 103:1 2014 SIGGRAPH Posters https://doi.org/10.1145/2614217.2633399 https://www.wikidata.org/entity/Q61930427 conf/siggraph/2014posters db/conf/siggraph/siggraph2014posters.html#HoNDPRSSISGF14 Jun Cai Thomas Hueber Sotiris Manitsaris Pierre Roussel Lise Crevier-Buchman Maureen Stone 0001 Claire Pillot-Loiseau Gérard Chollet Gérard Dreyfus Bruce Denby Vocal tract imaging system for post-laryngectomy voice replacement. 676-680 2013 I2MTC https://doi.org/10.1109/I2MTC.2013.6555501 conf/i2mtc/2013 db/conf/i2mtc/i2mtc2013.html#CaiHMRCSPCDD13 Xinhui Zhou Jonghye Woo Maureen L. Stone Carol Y. Espy-Wilson A cine MRI-based study of sibilant fricatives production in post-glossectomy speakers. 7780-7784 2013 ICASSP https://doi.org/10.1109/ICASSP.2013.6639178 conf/icassp/2013 db/conf/icassp/icassp2013.html#ZhouWSE13 Fangxu Xing Emi Z. Murano Junghoon Lee Jonghye Woo Maureen L. Stone Jerry L. Prince MRI analysis of 3D normal and post-glossectomy tongue motion in speech. 816-819 2013 conf/isbi/2013 ISBI https://doi.org/10.1109/ISBI.2013.6556600 https://www.wikidata.org/entity/Q41873190 db/conf/isbi/isbi2013.html#XingMLWSP13 Junghoon Lee Jonghye Woo Fangxu Xing Emi Z. Murano Maureen L. Stone Jerry L. Prince Semi-automatic segmentation of the tongue for 3D motion analysis with dynamic MRI. 1465-1468 2013 conf/isbi/2013 ISBI https://doi.org/10.1109/ISBI.2013.6556811 https://www.wikidata.org/entity/Q41873265 db/conf/isbi/isbi2013.html#LeeWXMSP13 Fangxu Xing Jonghye Woo Emi Z. Murano Junghoon Lee Maureen L. Stone Jerry L. Prince 3D Tongue Motion from Tagged and Cine MR Images. 41-48 2013 MICCAI (3) https://doi.org/10.1007/978-3-642-40760-4_6 https://www.wikidata.org/entity/Q87250435 conf/miccai/2013-3 db/conf/miccai/miccai2013-3.html#XingWMLSP13

Jonghye Woo Emi Z. Murano Maureen L. Stone Jerry L. Prince Reconstruction of High-Resolution Tongue Volumes From MRI. 3511-3524 2012 59 IEEE Trans. Biomed. Eng. 12 https://doi.org/10.1109/TBME.2012.2218246 https://www.wikidata.org/entity/Q30457626 db/journals/tbe/tbe59.html#WooMSP12

Xiaofeng Liu 0001 Khaled Z. Abd-Elmoniem Maureen L. Stone Emi Z. Murano Jiachen Zhuo Rao P. Gullapalli Jerry L. Prince Incompressible Deformation Estimation Algorithm (IDEA) From Tagged MR Images. 326-340 2012 31 IEEE Trans. Medical Imaging 2 https://doi.org/10.1109/TMI.2011.2168825 https://www.wikidata.org/entity/Q30453491 db/journals/tmi/tmi31.html#LiuASMZGP12

Xinhui Zhou Daniel Garcia-Romero Nima Mesgarani Maureen L. Stone Carol Y. Espy-Wilson Shihab A. Shamma Automatic intelligibility assessment of pathologic speech in head and neck cancer based on auditory-inspired spectro-temporal modulations. 2012 INTERSPEECH https://doi.org/10.21437/Interspeech.2012-105 conf/interspeech/2012 db/conf/interspeech/interspeech2012.html#ZhouGMSES12 542-545 Jonghye Woo Ying Bai Snehashis Roy Emi Z. Murano Maureen L. Stone Jerry L. Prince Super-resolution reconstruction for tongue MR images. 83140C 2012 Image Processing https://doi.org/10.1117/12.911445 https://www.wikidata.org/entity/Q30383060 conf/miip/2012 db/conf/miip/miip2012.html#WooBRMSP12 Xinhui Zhou Maureen L. Stone Carol Y. Espy-Wilson A Comparative Acoustic Study on Speech of Glossectomy Patients and Normal Subjects. 517-520 2011 INTERSPEECH conf/interspeech/2011 db/conf/interspeech/interspeech2011.html#ZhouSE11 https://doi.org/10.21437/Interspeech.2011-220 Jonghye Woo Maureen L. Stone Jerry L. Prince Deformable Registration of High-Resolution and Cine MR Tongue Images. 556-563 2011 MICCAI (1) https://doi.org/10.1007/978-3-642-23623-5_70 https://www.wikidata.org/entity/Q82051006 conf/miccai/2011-1 db/conf/miccai/miccai2011-1.html#WooSP11

Thomas Hueber Elie-Laurent Benaroya Gérard Chollet Bruce Denby Gérard Dreyfus Maureen Stone 0001 Development of a silent speech interface driven by ultrasound and optical images of the tongue and lips. 288-300 2010 52 Speech Commun. 4 https://doi.org/10.1016/j.specom.2009.11.004 db/journals/speech/speech52.html#HueberBCDDS10

Thomas Hueber Elie-Laurent Benaroya Gérard Chollet Bruce Denby Gérard Dreyfus Maureen Stone 0001 Visuo-phonetic decoding using multi-stream and context-dependent models for an ultrasound-based silent speech interface. 640-643 2009 INTERSPEECH https://doi.org/10.21437/Interspeech.2009-226 conf/interspeech/2009 db/conf/interspeech/interspeech2009.html#HueberBCDDS09 Thomas Hueber Gérard Chollet Bruce Denby Gérard Dreyfus Maureen Stone 0001 Towards a segmental vocoder driven by ultrasound and optical images of the tongue and lips. 2028-2031 2008 INTERSPEECH https://doi.org/10.21437/Interspeech.2008-527 conf/interspeech/2008 db/conf/interspeech/interspeech2008.html#HueberCDDS08 Thomas Hueber Gérard Chollet Bruce Denby Gérard Dreyfus Maureen Stone 0001 Phone recognition from ultrasound and optical video sequences for a silent speech interface. 2032-2035 2008 INTERSPEECH https://doi.org/10.21437/Interspeech.2008-528 conf/interspeech/2008 db/conf/interspeech/interspeech2008.html#HueberCDDS08a

Min Li Chandra Kambhamettu Maureen Stone 0001 Nonrigid motion recovery for 3D surfaces. 250-261 2007 25 Image Vis. Comput. 3 https://doi.org/10.1016/j.imavis.2006.01.008 db/journals/ivc/ivc25.html#LiKS07

Thomas Hueber Guido Aversano Gérard Chollet Bruce Denby Gérard Dreyfus Yacine Oussar Pierre Roussel-Ragot Maureen Stone 0001 Eigentongue Feature Extraction for an Ultrasound-Based Silent Speech Interface. 1245-1248 2007 ICASSP (1) https://doi.org/10.1109/ICASSP.2007.366140 conf/icassp/2007 db/conf/icassp/icassp2007.html#HueberACDDORS07 Thomas Hueber Gérard Chollet Bruce Denby Gérard Dreyfus Maureen Stone 0001 Continuous-speech phone recognition from ultrasound and optical images of the tongue and lips. 658-661 2007 INTERSPEECH https://doi.org/10.21437/Interspeech.2007-283 conf/interspeech/2007 db/conf/interspeech/interspeech2007.html#HueberCDDS07 Xiaofeng Liu 0001 Emi Z. Murano Maureen L. Stone Jerry L. Prince Harp Tracking Refinement Using Seeded Region Growing. 372-375 2007 ISBI https://doi.org/10.1109/ISBI.2007.356866 conf/isbi/2007 db/conf/isbi/isbi2007.html#LiuMSP07 Min Li Chandra Kambhamettu Maureen Stone 0001 A Level Set Approach for Shape Recovery of Open Contours. 601-611 2006 conf/accv/2006-1 ACCV (1) https://doi.org/10.1007/11612032_61 db/conf/accv/accv2006-1.html#LiKS06 Thitiwan Srinark Chandra Kambhamettu Maureen Stone 0001 A Hierarchical Method for 3D Rigid Motion Estimation. 791-800 2006 conf/accv/2006-2 ACCV (2) https://doi.org/10.1007/11612704_79 db/conf/accv/accv2006-2.html#SrinarkKS06 Bruce Denby Yacine Oussar Gérard Dreyfus Maureen Stone 0001 Prospects for a Silent Speech Interface using Ultrasound Imaging. 365-368 2006 ICASSP (1) https://doi.org/10.1109/ICASSP.2006.1660033 conf/icassp/2006 db/conf/icassp/icassp2006.html#DenbyODS06 Xiaofeng Liu 0001 Maureen L. Stone Jerry L. Prince Tracking tongue motion in three dimensions using tagged MR image. 1372-1375 2006 conf/isbi/2006 ISBI https://doi.org/10.1109/ISBI.2006.1625182 db/conf/isbi/isbi2006.html#LiuSP06 Marianne Pouplier Maureen Stone 0001 A tagged-cine MRI investigation of German vowels. 2157-2160 2005 INTERSPEECH https://doi.org/10.21437/Interspeech.2005-437 conf/interspeech/2005 db/conf/interspeech/interspeech2005.html#PouplierS05 Min Li Chandra Kambhamettu Maureen Stone 0001 A General Framework for 2D Multiframe and 3D Surface-to-surface Motion Estimation. 1-10 2004 BMVC https://doi.org/10.5244/C.18.38 conf/bmvc/2004 db/conf/bmvc/bmvc2004.html#LiKS04 Min Li Chandra Kambhamettu Maureen Stone 0001 Spline-based Motion Recovery for 3D Surfaces Using Nonrigid Shape Properties. 23 2004 CVPR Workshops https://doi.org/10.1109/CVPR.2004.442 https://doi.ieeecomputersociety.org/10.1109/CVPR.2004.442 conf/cvpr/2004w db/conf/cvpr/cvprw2004.html#LiKS04 Bruce Denby Maureen Stone 0001 Speech synthesis from real time ultrasound images of the tongue. 685-688 2004 ICASSP (1) https://doi.org/10.1109/ICASSP.2004.1326078 conf/icassp/2004 db/conf/icassp/icassp2004.html#DenbyS04 Min Li Chandra Kambhamettu Maureen Stone 0001 Snake for Band Edge Extraction and Its Applications. 261-266 2003 conf/cgim/2003 Computer Graphics and Imaging db/conf/cgim/cgim2003.html#LiKS03 Vijay Parthasarathy Maureen Stone 0001 Jerry L. Prince Spatiotemporal visualization of the tongue surface using ultrasound and kriging. 2003 Image-Guided Procedures https://doi.org/10.1117/12.479724 conf/miigp/2003 db/conf/miigp/miigp2003.html#ParthasarathySP03

Eric Slud Maureen Stone 0001 Paul J. Smith Moise H. Goldstein Jr. Principal Components Representation of the Two-Dimensional Coronal Tongue Surface. 108-133 2002 59 Phonetica 2-3 https://doi.org/10.1159/000066066 https://www.wikidata.org/entity/Q52032691 db/journals/phonetica/phonetica59.html#SludSSG02

Changsheng Yang Maureen Stone 0001 Dynamic programming method for temporal registration of three-dimensional tongue surface motion from multiple utterances. 201-209 2002 38 Speech Commun. 1-2 https://doi.org/10.1016/S0167-6393(01)00053-X db/journals/speech/speech38.html#YangS02

David Iny Andrew J. Lundberg William S. Levine Maureen Stone 0001 The dynamics and control of the tongue during speech. 246-251 2001 ACC https://doi.org/10.1109/ACC.2001.945550 conf/amcc/2001 db/conf/amcc/acc2001.html#InyLLS01

Yusuf Sinan Akgul Chandra Kambhamettu Maureen Stone 0001 Automatic Extraction and Tracking of the Tongue Contours. 1035-1045 1999 18 IEEE Trans. Medical Imaging 10 db/journals/tmi/tmi18.html#AkgulKC99 https://doi.org/10.1109/42.811315 https://www.wikidata.org/entity/Q49069293

Yusuf Sinan Akgul Chandra Kambhamettu Maureen Stone 0001 Extraction and Tracking of the Tongue Surface from Ultrasound Image Sequences. 298-303 1998 conf/cvpr/1998 CVPR https://doi.org/10.1109/CVPR.1998.698623 https://doi.ieeecomputersociety.org/10.1109/CVPR.1998.698623 db/conf/cvpr/cvpr1998.html#AkgulKS98 Andrew J. Lundberg Maureen L. Stone Reconstructing the tongue surface from six cross-sectional contours: ultrasound data. 1998 ICSLP https://doi.org/10.21437/ICSLP.1998-808 conf/interspeech/1998 db/conf/interspeech/icslp1998.html#LundbergS98 Yusuf Sinan Akgul Chandra Kambhamettu Maureen Stone 0001 Analysis of the tongue surface movement using a spatiotemporally coherent deformable model. 109-114 1998 WACV https://doi.org/10.1109/ACV.1998.732866 https://doi.ieeecomputersociety.org/10.1109/ACV.1998.732866 conf/wacv/1998 db/conf/wacv/wacv1998.html#AkgulKS98

Maureen Stone 0001 Moise H. Goldstein Jr. Yongqing Zhang Principal component analysis of cross sections of tongue shapes in vowel production. 173-184 1997 22 Speech Commun. 2-3 https://doi.org/10.1016/S0167-6393(97)00027-7 db/journals/speech/speech22.html#StoneGZ97

Maureen L. Stone Andrew J. Lundberg Edward P. Davis Rao P. Gullapalli Moriel NessAiver Three-dimensional coarticulatory strategies of tongue movement. 1997 EUROSPEECH https://doi.org/10.21437/Eurospeech.1997-35 conf/interspeech/1997 db/conf/interspeech/eurospeech1997.html#StoneLDGN97 31-34 Edward P. Davis Andrew Douglas Maureen L. Stone A continuum mechanics representation of tongue deformation. 1996 ICSLP https://doi.org/10.21437/ICSLP.1996-199 conf/interspeech/1996 db/conf/interspeech/icslp1996.html#DavisDS96 788-792 Maureen L. Stone Andrew J. Lundberg Tongue-palate interactions in consonants vs. vowels. 1994 ICSLP https://doi.org/10.21437/ICSLP.1994-16 conf/interspeech/1994 db/conf/interspeech/icslp1994.html#StoneL94 49-52 Maureen Stone 0001 Subhash Lele Representing the tongue surface with curve fits. 1992 ICSLP https://doi.org/10.21437/ICSLP.1992-266 conf/interspeech/1992 db/conf/interspeech/icslp1992.html#StoneL92 875-878 Khaled Z. Abd-Elmoniem Rafeef Abugharbieh Martine Adda-Decker Yusuf Sinan AkgülYusuf Sinan Akgul Meena Al-Talib Angélique Amelot Tomás Arias-Vergara Nazem Atassi Nicolas Audibert Guido Aversano Ying Bai Philip V. Bayly Elie-Laurent Benaroya Zhangxing Bian Silvia S. Blemker Thomas J. Brady Jun Cai Aaron Carass Patrick Chawah Hegang Chen Gérard Chollet Michael Chung Lise Crevier-Buchman Francesca Maria Dagnino Edward P. Davis Bruce Denby Angela Dietsch Andrew Douglas Gérard Dreyfus Stéphane Dupont Johannes Enk Carol Y. Espy-Wilson Georges El Fakhri Moshiur Rahman Farazi Sidney S. FelsSidney Fels Thibaut Fux Daniel Garcia-Romero Dima H. Ghunaim Moise H. Goldstein Jr. Arnold D. Gomez Jordan R. Green Sheldon Green Rao P. Gullapalli Negar M. Harandi Christopher J. Hartnick Andrew Kenneth Ho Thomas Hueber Jana Hutter Bulat Ibragimov Yoko Inamoto David Iny Aurore Jaumard-HakounA. Jaumard-Hakoun Chandra Kambhamettu Eric Kim Jangwon Kim Alexandros Kitsikidis Samer Al Kork Clémence Leboullenger Junghoon Lee Subhash Lele William S. Levine Min Li Xiao Liang Bostjan Likar Daiqi Liu Xiaofeng Liu 0001 Andrew J. Lundberg Andreas K. Maier Ursa Maity Sotiris Manitsaris Nima Mesgarani Emi Z. Murano Moriel NessAiver Mark A. Nicosia Elmar Nöth Juan Rafael Orozco-Arroyave Michela Ott Yacine Oussar Vijay Parthasarathy William Pearson Paula Andrea Pérez-Toro Franjo Pernus Dzung L. Pham Benjamin Picart Claire Pillot-Loiseau Tera Poole Marianne Pouplier Francesca Pozzi Jerry L. Prince Timothy G. Reese Jana Rieger Pierre Roussel-RagotPierre Roussel Snehashis Roy C. Sahin Eiichi Saitoh Maria Schuster Amy Seagraves Shihab A. Shamma Muhan Shao Eric Slud Paul J. Smith Nancy Solomon Thitiwan Srinark Ian Stavness Keyi Tang Aniket A. Tolpadi Filareti Tsalakanidou Deniz Ugurca Tomaz Vrtovec Xiaokai Wang Van J. Wedeen Jonghye Woo Fangxu Xing Kele Xu Changsheng Yang Yin Yang 0002 Chuyang Ye Erdal Yilmaz Jinglun Yu Yongqing Zhang Xinhui Zhou Jiachen Zhuo