DocumentCode
2249501
Title
Lipreading supplemented by voice fundamental frequency: to what extent does the addition of voicing increase lexical uniqueness for the lipreader
Author
Auer, Edward T., Jr. ; Bernstein, Lynne E.
Author_Institution
Spoken Language Processes Lab., House Ear Inst., Los Angeles, CA, USA
Volume
1
fYear
1996
fDate
3-6 Oct 1996
Firstpage
86
Abstract
Lipreading in combination with an acoustic indication of voice fundamental frequency (FO) has been shown to greatly improve word recognition accuracy with sentence stimuli. A possible explanation for this effect is that FO delivers information for consonantal voicing. In experiment 1 we showed with a computational model how voicing information affects the uniqueness of lipread words in a large phonemically transcribed machine-readable lexicon. In experiment 2 the same computational methods were used to simulate the results obtained by McGrath and Summerfield (1985) for lipreading with and without acoustic FO. The model failed to account in full for the behaviourally observed enhancements. It is suggested that lexical biasing in word recognition can account for the difference between the model and the behavioural results
Keywords
computational linguistics; image recognition; natural languages; speech recognition; acoustic indication; computational model; consonantal voicing; experiment; lexical biasing; lexical uniqueness; lipreading; phonemically transcribed machine-readable lexicon; sentence stimuli; voice fundamental frequency; word recognition; word recognition accuracy; Auditory system; Computational modeling; Deafness; Ear; Frequency estimation; Laboratories; Natural languages; Production; Pulse generation; Speech recognition;
fLanguage
English
Publisher
ieee
Conference_Titel
Spoken Language, 1996. ICSLP 96. Proceedings., Fourth International Conference on
Conference_Location
Philadelphia, PA
Print_ISBN
0-7803-3555-4
Type
conf
DOI
10.1109/ICSLP.1996.607037
Filename
607037
Link To Document