Cognitively Inspired Audiovisual Speech Filtering: Towards an Intelligent, Fuzzy Based, Multimodal, Two-Stage Speech Enhancement System
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Cham
Springer International Publishing
2015
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| Series: | SpringerBriefs in Cognitive Computation
|
| Subjects: | |
| Online Access: | TUM01 UBT01 Volltext Inhaltsverzeichnis Abstract |
| Physical Description: | 1 Online-Ressource (XVIII, 121 p. 41 illus., 37 illus. in color) |
| ISBN: | 9783319135090 |
| DOI: | 10.1007/978-3-319-13509-0 |
Staff View
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Record in the Search Index
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| adam_text | COGNITIVELY INSPIRED AUDIOVISUAL SPEECH FILTERING
/ ABEL, ANDREW
: 2015
TABLE OF CONTENTS / INHALTSVERZEICHNIS
INTRODUCTION
AUDIO AND VISUAL SPEECH RELATIONSHIP.- THE RESEARCH CONTEXT
4 A TWO STAGE MULTIMODAL SPEECH ENHANCEMENT SYSTEM
EXPERIMENTS, RESULTS, AND ANALYSIS
TOWARDS FUZZY LOGIC BASED MULTIMODAL SPEECH FILTERING
EVALUATION OF FUZZY LOGIC PROOF OF CONCEPT
CONCLUSIONS AND FUTURE WORK
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
COGNITIVELY INSPIRED AUDIOVISUAL SPEECH FILTERING
/ ABEL, ANDREW
: 2015
ABSTRACT / INHALTSTEXT
THIS BOOK PRESENTS A SUMMARY OF THE COGNITIVELY INSPIRED BASIS BEHIND
MULTIMODAL SPEECH ENHANCEMENT, COVERING THE RELATIONSHIP BETWEEN AUDIO
AND VISUAL MODALITIES IN SPEECH, AS WELL AS RECENT RESEARCH INTO
AUDIOVISUAL SPEECH CORRELATION.A NUMBER OF AUDIOVISUAL SPEECH
FILTERING APPROACHES THAT MAKE USE OF THIS RELATIONSHIP ARE ALSO
DISCUSSED.A NOVEL MULTIMODAL SPEECH ENHANCEMENT SYSTEM, MAKING USE OF
BOTH VISUAL AND AUDIO INFORMATION TO FILTER SPEECH, IS PRESENTED, AND
THIS BOOK EXPLORES THE EXTENSION OF THIS SYSTEM WITH THE USE OF FUZZY
LOGIC TO DEMONSTRATE AN INITIAL IMPLEMENTATION OF AN AUTONOMOUS,
ADAPTIVE, AND CONTEXT AWARE MULTIMODAL SYSTEM.THIS WORK ALSO DISCUSSES
THE CHALLENGES PRESENTED WITH REGARD TO TESTING SUCH A SYSTEM, THE
LIMITATIONS WITH MANY CURRENT AUDIOVISUAL SPEECH CORPORA, AND DISCUSSES
A SUITABLE APPROACH TOWARDS DEVELOPMENT OF A CORPUS DESIGNED TO TEST
THIS NOVEL, COGNITIVELY INSPIRED, SPEECH FILTERING SYSTEM
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
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| discipline | Biologie Informatik |
| doi_str_mv | 10.1007/978-3-319-13509-0 |
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| isbn | 9783319135090 |
| language | English |
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| series2 | SpringerBriefs in Cognitive Computation |
| spelling | Abel, Andrew Verfasser aut Cognitively Inspired Audiovisual Speech Filtering Towards an Intelligent, Fuzzy Based, Multimodal, Two-Stage Speech Enhancement System Andrew Abel, Amir Hussain Cham Springer International Publishing 2015 1 Online-Ressource (XVIII, 121 p. 41 illus., 37 illus. in color) txt rdacontent c rdamedia cr rdacarrier SpringerBriefs in Cognitive Computation Computer science Multimedia systems Translators (Computer programs) Computer vision Computer Science Multimedia Information Systems Image Processing and Computer Vision Language Translation and Linguistics Informatik Hussain, Amir Verfasser aut Erscheint auch als Druckausgabe 978-3-319-13508-3 https://doi.org/10.1007/978-3-319-13509-0 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028218124&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028218124&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract |
| spellingShingle | Abel, Andrew Hussain, Amir Cognitively Inspired Audiovisual Speech Filtering Towards an Intelligent, Fuzzy Based, Multimodal, Two-Stage Speech Enhancement System Computer science Multimedia systems Translators (Computer programs) Computer vision Computer Science Multimedia Information Systems Image Processing and Computer Vision Language Translation and Linguistics Informatik |
| title | Cognitively Inspired Audiovisual Speech Filtering Towards an Intelligent, Fuzzy Based, Multimodal, Two-Stage Speech Enhancement System |
| title_auth | Cognitively Inspired Audiovisual Speech Filtering Towards an Intelligent, Fuzzy Based, Multimodal, Two-Stage Speech Enhancement System |
| title_exact_search | Cognitively Inspired Audiovisual Speech Filtering Towards an Intelligent, Fuzzy Based, Multimodal, Two-Stage Speech Enhancement System |
| title_full | Cognitively Inspired Audiovisual Speech Filtering Towards an Intelligent, Fuzzy Based, Multimodal, Two-Stage Speech Enhancement System Andrew Abel, Amir Hussain |
| title_fullStr | Cognitively Inspired Audiovisual Speech Filtering Towards an Intelligent, Fuzzy Based, Multimodal, Two-Stage Speech Enhancement System Andrew Abel, Amir Hussain |
| title_full_unstemmed | Cognitively Inspired Audiovisual Speech Filtering Towards an Intelligent, Fuzzy Based, Multimodal, Two-Stage Speech Enhancement System Andrew Abel, Amir Hussain |
| title_short | Cognitively Inspired Audiovisual Speech Filtering |
| title_sort | cognitively inspired audiovisual speech filtering towards an intelligent fuzzy based multimodal two stage speech enhancement system |
| title_sub | Towards an Intelligent, Fuzzy Based, Multimodal, Two-Stage Speech Enhancement System |
| topic | Computer science Multimedia systems Translators (Computer programs) Computer vision Computer Science Multimedia Information Systems Image Processing and Computer Vision Language Translation and Linguistics Informatik |
| topic_facet | Computer science Multimedia systems Translators (Computer programs) Computer vision Computer Science Multimedia Information Systems Image Processing and Computer Vision Language Translation and Linguistics Informatik |
| url | https://doi.org/10.1007/978-3-319-13509-0 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028218124&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028218124&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
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