posted by organizer: zihengzhou || 1401 views || tracked by 3 users: [display]

FG Special Session 2015 : FG'15 special session: analysis of mouth motion for speech recognition and speaker verification

FacebookTwitterLinkedInGoogle

Link: http://www.fg2015.org
 
When May 4, 2015 - May 8, 2015
Where Ljubljana, Slovenia
Submission Deadline Nov 24, 2014
Notification Due Jan 9, 2015
Categories    mouth motion analysis   audiovisual speech recognition   visual speech recognition   speaker verification
 

Call For Papers

Mouth motion constitutes a large part of our non-rigid facial motion and contains important information that allows machines to recognize speech when audio is corrupted or even inaccessible, to carry out identity verification and liveness detection at the same time, and to analyze mouth non-manuals for automatic sign language recognition. Despite the apparent motivation, the problem of mouth motion analysis is relatively under-studied. This partly is due to the multidisciplinary nature of the problem, and partly because of our limited understanding of the visual aspects of speech and mouth non-manuals.

Research into analysis of non-rigid facial motion has been gaining momentum in recent years. We have seen that for fundamental computer vision problems, for instance, face detection and facial landmark localization effective and efficient solutions now exist. Moreover, various techniques, such as nonlinear manifold learning, latent variable models and deep neural networks, have been developed for modelling high-dimensional data, providing us useful tools to tackle the problem.

This proposed special session aims to push forward the state-of-the-art of research in non-rigid analysis of mouth motion for the purpose of visual speech analysis, speaker verification, as well as analysis of mouth non-manuals in sign language. Papers included in the session are expected to take advantages of recent advances in computer vision to innovate the way we use visual information for speech recognition, speaker verification and automatic sign language recognition. Possible topics of interest include but are not limited to:

 Visual-based speech recognition
 Audiovisual speech recognition
 Visual-based speaker verification
 Audio/visual fusion for speaker verification and liveness detection
 Mouth non-manuals for automatic sign language recognition

Related Resources

KES 2018 PR-TAC 2018   KES Invited Session on Pattern Recognition: Trends, Applications and Challenges
Regional Helix 2018   Industrial Mathematics in Management and Engineering (Special Session SS4)
ISSTA 2018   International Symposium on Software Testing and Analysis
VISAPP 2018   13th International Conference on Computer Vision Theory and Applications
ICIAR 2018   15th International Conference on Image Analysis and Recognition
FG 2018   The 23rd Conference on Formal Grammar
TMA 2018   Network Traffic Measurement and Analysis Conference
DSA 2018   The Frontiers in Intelligent Data and Signal Analysis DSA 2018
IEEE--ICCCBDA--Ei and Scopus 2018   2018 the 3rd IEEE International Conference on Cloud Computing and Big Data Analysis (ICCCBDA 2018)--Ei Compendex and Scopus
ACM--ICCDA--Ei, Scopus, and ISI 2018   ACM--2018 The 2nd International Conference on Compute and Data Analysis (ICCDA 2018)--Ei Compendex, Scopus, and ISI