loading
Documents

Research.Publish.Connect.

Paper

Paper Unlock

Authors: Chi-Geun Lee ; Mun-Sung Han ; Chang-Seok Bae and Jin-Tae Kim

Affiliation: Electronic and Telecommunication Research Institute, Korea, Republic of

ISBN: 978-989-8111-65-4

Keyword(s): Probability Density Function (PDF), Multi-modal recognition, Classifier level Fusion Recognition, Pattern Recognition.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Biomedical Engineering ; Biomedical Signal Processing ; Data Manipulation ; Health Engineering and Technology Applications ; Human-Computer Interaction ; Methodologies and Methods ; Neurocomputing ; Neurotechnology, Electronics and Informatics ; Pattern Recognition ; Physiological Computing Systems ; Sensor Networks ; Soft Computing

Abstract: Recently, multi-modal recognition has become a hot topic in the field of Ubiquitous, Speech and gesture recognition, especially, are the most important modalities of human-to-machine interaction. Although speech recognition has been explored extensively and successfully developed, it still encounters serious errors in noisy environments. In such cases, gestures, a by-product of speech, can be used to help interpret the speech. In this paper, we propose a method of multi-modal fusion recognition of speech-gesture using integrated discrete probability density function omit estimated by a histogram. The method is tested with a microphone and a 3-axis accelerator in a real-time experiment. The test has two parts : a method of add-and-accumulate speech and gesture probability density functions respectively, and a more complicated method of creating new probability density function from integrating the two PDF’s of speech and gesture.

PDF ImageFull Text

Download
CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 100.26.182.28

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Lee C.; Han M.; Bae C.; Kim J. and (2009). MULTI-MODAL FUSION OF SPEECH-GESTURE USING INTEGRATED PROBABILITY DENSITY FUNCTION.In Proceedings of the International Conference on Bio-inspired Systems and Signal Processing - Volume 1: BIOSIGNALS, (BIOSTEC 2009) ISBN 978-989-8111-65-4, pages 211-215. DOI: 10.5220/0001432402110215

@conference{biosignals09,
author={Chi{-}Geun Lee and Mun{-}Sung Han and Chang{-}Seok Bae and Jin{-}Tae Kim},
title={MULTI-MODAL FUSION OF SPEECH-GESTURE USING INTEGRATED PROBABILITY DENSITY FUNCTION},
booktitle={Proceedings of the International Conference on Bio-inspired Systems and Signal Processing - Volume 1: BIOSIGNALS, (BIOSTEC 2009)},
year={2009},
pages={211-215},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001432402110215},
isbn={978-989-8111-65-4},
}

TY - CONF

JO - Proceedings of the International Conference on Bio-inspired Systems and Signal Processing - Volume 1: BIOSIGNALS, (BIOSTEC 2009)
TI - MULTI-MODAL FUSION OF SPEECH-GESTURE USING INTEGRATED PROBABILITY DENSITY FUNCTION
SN - 978-989-8111-65-4
AU - Lee, C.
AU - Han, M.
AU - Bae, C.
AU - Kim, J.
PY - 2009
SP - 211
EP - 215
DO - 10.5220/0001432402110215

Login or register to post comments.

Comments on this Paper: Be the first to review this paper.