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@inproceedings{aron:inria-00429330,
  author = {Aron, Michael and Berger, Marie-Odile and Kerrien, Erwan},
  title = {{Evaluation of the uncertainty of multimodal articulatory data}},
  booktitle = {{Ultrafest V}},
  year = {2010},
  pages = {2 p},
  address = {New Heaven, {\'E}tats-Unis},
  month = mar,
  organization = {Doug Whalen, Khalil Iskarous, Aude Noiray},
  abstract = {{Our purpose is to present the last improvements brought to our acquisition
	system of multimodal articulatory data and reports on a complete
	evaluation of the uncertainty attached to the data it provides.}},
  affiliation = {MAGRIT - INRIA Lorraine - LORIA},
  audience = {internationale },
  hal_id = {inria-00429330},
  url = {http://hal.inria.fr/inria-00429330}
}
@inproceedings{aron:inria-00326290,
  author = {Aron, Michael and Berger, Marie-Odile and Kerrien, Erwan},
  title = {{Multimodal fusion of electromagnetic, ultrasound and MRI data for
	building an articulatory model}},
  booktitle = {{8th International Seminar On Speech Production - ISSP'08}},
  year = {2008},
  pages = {4 p},
  address = {Strasbourg, France},
  abstract = {{Data fusion from multiple sensors is of significant interest to the
	speech research community, as it can potentially provide a better
	picture of speech production through the use of complementary sensor
	modalities. This paper deals with the practical aspects of this problem,
	such as acquisition and processing of the dynamic US and EM data
	of the tongue during speech production, static MRI images of the
	vocal tract using repetitions, and registration of the data from
	these different sources to a common reference frame. To the best
	of our knowledge, this is the first work that demonstrates the potential
	of static and dynamic data fusion in the construction of articulatory
	databases.}},
  affiliation = {MAGRIT - INRIA Lorraine - LORIA},
  audience = {internationale },
  file = {aron\\_issp2008.pdf:http\://hal.inria.fr/inria-00326290/PDF/aron\\_issp2008.pdf:PDF},
  hal_id = {inria-00326290},
  url = {http://hal.inria.fr/inria-00326290}
}
@incollection{aron:inria-00429585,
  author = {Aron, Michael and Berger, Marie-Odile and Kerrien, Erwan and Laprie,
	Yves},
  title = {{Acquisition multimodale de donn{\'e}es articulatoires}},
  booktitle = {{L'imagerie m{\'e}dicale pour l'{\'e}tude de la parole}},
  publisher = {Hermes Science Publications},
  year = {2009},
  editor = {Alain Marchal et Christian Cav{\'e} },
  series = {Trait{\'e} Cognition et Traitement de l'Information, IC2 },
  pages = {175-196},
  month = nov,
  abstract = {{Ce chapitre d{\'e}crit le syst{\`e}me d'acquisition multimodale de
	donn{\'e}es articulatoires {\'e}labor{\'e} dans le cadre du projet
	europ{\'e}en ASPI. Ce syst{\`e}me int{\`e}gre un {\'e}chographe pour
	obtenir les contours de la langue, un dispositif de localisation
	{\'e}lectromagn{\'e}tique pour localiser la sonde et l'apex de langue
	et des cam{\'e}ras de str{\'e}ovision pour suivre les marqueurs peints
	sur le visage. Comme les concepteurs du syst{\`e}me Hocus, nous avons
	choisi de ne pas imposer de contention au locuteur. Ce chapitre d{\'e}crit
	la configuration du syt{\`e}me et les proc{\'e}dures de synchronisation
	et de calibrage qui permettent de fusionner les informations sur
	les articulateurs disponibles dans les images et les mesures electromagn{\'e}tiques.
	Diverses applications de ce syt{\`e}me sont propos{\'e}es, notamment
	l'{\'e}tude de la variabilit{\'e} des articulateurs durant la phonation
	de sons tenus.}},
  affiliation = {MAGRIT - INRIA Lorraine - LORIA , PAROLE - INRIA Lorraine - LORIA},
  hal_id = {inria-00429585},
  isbn = {978-2-7462-2235-9 },
  url = {http://hal.inria.fr/inria-00429585}
}
@inproceedings{aron:inria-00165869,
  author = {Aron, Michael and Ferveur, Nicolas and Kerrien, Erwan and Berger,
	Marie-Odile and Laprie, Yves},
  title = {{Acquisition and synchronization of multimodal articulatory data}},
  booktitle = {{8th Annual Conference of the International Speech Communication
	Association - Interspeech'07}},
  year = {2007},
  pages = {1398-1401},
  address = {Antwerpen, Belgique},
  abstract = {{This paper describes a setup to synchronize data used to track speech
	articulators during speech production. Our method couples together
	an ultrasound, an electromagnetic and an audio system to record speech
	sequences. The coupling requires a precise temporal synchronization,
	to know exactly the delay between the recording start of each modality,
	and to know the sampling rate of each modality. A complete setup
	and methods for automatically synchronizing data are described. The
	aim is to get a fast, low-cost and easily reproducible acquisition
	system in order to temporally align data.}},
  affiliation = {MAGRIT - INRIA Lorraine - LORIA , PAROLE - INRIA Lorraine - LORIA},
  audience = {internationale },
  file = {aron.pdf:http\://hal.inria.fr/inria-00165869/PDF/aron.pdf:PDF},
  hal_id = {inria-00165869},
  keywords = {articulatory data, speech production, ultrasound, electromagnetic
	sensors, temporal synchronization},
  url = {http://hal.inria.fr/inria-00165869}
}
@inproceedings{aron:inria-00142462,
  author = {Aron, Michael and Kerrien, Erwan and Berger, Marie-Odile and Laprie,
	Yves},
  title = {{Fusion de capteurs {\'e}lectromagn{\'e}tiques et d'{\'e}chographies
	pour le suivi de la langue}},
  booktitle = {{Onzi{\`e}me congr{\`e}s francophone des jeunes chercheurs en vision
	par ordinateur - ORASIS'07}},
  year = {2007},
  address = {Obernai, France},
  month = jun,
  abstract = {{Cet article pr{\'e}sente une m{\'e}thode pour la fusion d'images
	{\'e}chographiques avec des donn{\'e}es 3D de capteurs {\'e}lectromagn{\'e}tiques,
	afin de permettre un suivi complet de la langue durant la production
	de la parole. Les donn{\'e}es {\'e}lectromagn{\'e}tiques sont superpos{\'e}es
	aux {\'e}chographies apr{\`e}s un calibrage spatial et un recalage
	temporel. Apr{\`e}s une courte {\'e}tude pr{\'e}alable sur la validit{\'e}
	d'acquisition des donn{\'e}es {\'e}lectromagn{\'e}tiques, des r{\'e}sultats
	de cette fusion dans des conditions exp{\'e}rimentales sont pr{\'e}sent{\'e}s
	sur plusieurs sons.}},
  affiliation = {MAGRIT - INRIA Lorraine - LORIA , PAROLE - INRIA Lorraine - LORIA},
  audience = {nationale },
  file = {orasis.pdf:http\://hal.inria.fr/inria-00142462/PDF/orasis.pdf:PDF},
  hal_id = {inria-00142462},
  keywords = {Fusion ; electromagnetic sensors ; ultrasound images ; tongue tracking},
  url = {http://hal.inria.fr/inria-00142462}
}
@inproceedings{aron:inria-00316041,
  author = {Aron, Michael and Roussos, Anastasios and Berger, Marie-Odile and
	Kerrien, Erwan and Maragos, Petros},
  title = {{Multimodality Acquisition of Articulatory Data and Processing}},
  booktitle = {{16th European Signal Processing Conference - EUSIPCO 2008}},
  year = {2008},
  address = {Lausanne, Suisse},
  organization = {EPFL},
  abstract = {{In this paper, a framework to acquire and process dynamic data of
	the tongue during speech processing is presented. First, a setup
	to acquire data of the tongue shape combining ultrasound images,
	electromagnetic localization sensors and sound is presented. Techniques
	to automatically calibrate and synchronize the data are described.
	A method to extract the tongue shape is then proposed, by combining
	a preprocessing of the ultrasound images with an imagebased tracking
	method that integrates adapted constraints.}},
  affiliation = {MAGRIT - INRIA Lorraine - LORIA , Computer Vision, Speech Communication
	and Signal Processing Group},
  audience = {internationale },
  file = {1569104643.pdf:http\://hal.inria.fr/inria-00316041/PDF/1569104643.pdf:PDF},
  hal_id = {inria-00316041},
  url = {http://hal.inria.fr/inria-00316041}
}
@inproceedings{aron:inria-00350298,
  author = {Aron, Michael and Toutios, Asterios and Berger, Marie-Odile and Kerrien,
	Erwan and Wrobel-Dautcourt, Brigitte and Laprie, Yves},
  title = {{Registration of Multimodal Data for Estimating the Parameters of
	an Articulatory Model}},
  booktitle = {{IEEE International Conference on Acoustics, Speech, and Signal Processing
	- ICASSP 2009}},
  year = {2009},
  pages = {4489 - 4492},
  address = {Taipei, Ta{\"\i}wan, Province De Chine},
  publisher = {IEEE},
  abstract = {{Being able to animate a speech production model with articulatory
	data would open applications in many domains. In this paper, we first
	consider the problem of acquiring articulatory data from non invasive
	image and sensor modalities: dynamic ultrasound images, stereovision
	3D data, electromagnetic sensors and MRI. We here especially focus
	on automatic registration methods which enable the fusion of the
	articulatory features in a common frame. We then derive articulatory
	parameters by fitting these features with Maeda's model. To our knowledge,
	it is the first attempt to derive articulatory parameters from features
	automatically extracted and registered between the modalities. Results
	prove the soundness of the approach and the reliability of the fused
	articulatory data.}},
  affiliation = {MAGRIT - INRIA Lorraine - LORIA , PAROLE - INRIA Lorraine - LORIA},
  audience = {internationale },
  doi = {10.1109/ICASSP.2009.4960627 },
  file = {icasspAron2009.pdf:http\://hal.inria.fr/inria-00350298/PDF/icasspAron2009.pdf:PDF},
  hal_id = {inria-00350298},
  keywords = {multimodal registration ; speech analysis},
  url = {http://hal.inria.fr/inria-00350298}
}
@inproceedings{ARON:2007:INRIA-00165869:1,
  author = {{A}ron, {M}ichael and {F}erveur, {N}icolas and {K}errien, {E}rwan
	and {B}erger, {M}arie-{O}dile and {L}aprie, {Y}ves},
  title = {{A}cquisition and synchronization of multimodal articulatory data},
  booktitle = {8th {A}nnual {C}onference of the {I}nternational {S}peech {C}ommunication
	{A}ssociation - {I}nterspeech'07 },
  year = {2007},
  pages = {1398-1401 },
  address = {{A}ntwerpen {B}elgium },
  abstract = {{T}his paper describes a setup to synchronize data used to track speech
	articulators during speech production. {O}ur method couples together
	an ultrasound, an electromagnetic and an audio system to record speech
	sequences. {T}he coupling requires a precise temporal synchronization,
	to know exactly the delay between the recording start of each modality,
	and to know the sampling rate of each modality. {A} complete setup
	and methods for automatically synchronizing data are described. {T}he
	aim is to get a fast, low-cost and easily reproducible acquisition
	system in order to temporally align data.},
  affiliation = {{MAGRIT} - {INRIA} {L}orraine - {LORIA} - {CNRS} : {UMR}7503 - {INRIA}
	- {U}niversit{\'e} {H}enri {P}oincar{\'e} - {N}ancy {I} - {U}niversit{\'e}
	{N}ancy {II} - {I}nstitut {N}ational {P}olytechnique de {L}orraine
	- {PAROLE} - {INRIA} {L}orraine - {LORIA} - {INRIA} - {CNRS} : {UMR}7503
	- {U}niversit{\'e} {H}enri {P}oincar{\'e} - {N}ancy {I} - {U}niversit{\'e}
	{N}ancy {II} - {I}nstitut {N}ational {P}olytechnique de {L}orraine
	},
  keywords = {articulatory data, speech production, ultrasound, electromagnetic
	sensors, temporal synchronization},
  url = {http://hal.inria.fr/inria-00165869/en/}
}
@inproceedings{ARON:2006:INRIA-00110634:1,
  author = {{A}ron, {M}ichael and {K}errien, {E}rwan and {B}erger, {M}arie-{O}dile
	and {L}aprie, {Y}ves},
  title = {{C}oupling electromagnetic sensors and ultrasound images for tongue
	tracking: acquisition setup and preliminary results},
  booktitle = {7th {I}nternational {S}eminar on {S}peech {P}roduction - {ISSP}'06},
  year = {2006},
  pages = {8 p},
  address = {{U}batuba {B}razil },
  month = {12},
  abstract = {{T}his paper describes a new method for coupling ultrasound images
	with tree-dimensional electromagnetic data, to recover larger parts
	of the tongue during speech production. {T}he electromagnetic data
	is superimposed on ultrasound images after spatial and temporal calibration.
	{S}uccessful fusion results are presented on various speech sequences.
	{A} complete setup for evaluation of the electromagnetic system is
	further presented.},
  affiliation = {{MAGRIT} - {INRIA} {L}orraine - {LORIA} - {CNRS} : {UMR}7503 - {INRIA}
	- {U}niversit{\'e} {H}enri {P}oincar{\'e} - {N}ancy {I} - {U}niversit{\'e}
	{N}ancy {II} - {I}nstitut {N}ational {P}olytechnique de {L}orraine
	- {PAROLE} - {INRIA} {L}orraine - {LORIA} - {INRIA} - {CNRS} : {UMR}7503
	- {U}niversit{\'e} {H}enri {P}oincar{\'e} - {N}ancy {I} - {U}niversit{\'e}
	{N}ancy {II} - {I}nstitut {N}ational {P}olytechnique de {L}orraine
	},
  url = {http://hal.inria.fr/inria-00110634/en/}
}
@inproceedings{villard2014,
  author = {Villard, P. and Escamilla, P. and Kerrien, E. and Gorges, S. and
	Trousset, Y. and Berger, M.-O.},
  title = {Preliminary Study of Rib Articulated Model based on Dynamic Fluoroscopy
	Images},
  booktitle = {SPIE Medical Imaging},
  year = {2014},
  owner = {berger},
  quality = {1},
  timestamp = {2014.01.07}
}
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}}

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