DocumentCode :
3029077
Title :
Redundancy analysis: A guide-line through speech recognition
Author :
Dreyfus-Graf, Jean A.
Author_Institution :
Ingenieur EPFZ, CH, GENEVA
Volume :
2
fYear :
1977
fDate :
28246
Firstpage :
823
Lastpage :
826
Abstract :
The telephonic wave carries 50,000 bits/sec, but the brain accepts only 10 linguistic bits/ sec. How can we optimize such a 5000 : 1 transformation? The redundancy analysis of symbolic systems is proposed a a guide-line through the labyrinth of speech recognition. We distinguish the spectral and the symbolic information capacity (bit/sec), the negative entropy (bit/symbol), the acceptance rhythm (symbol/ sec), the redundancies and anti-redundancies (bit/bit), which characterize the relevant constraints, rules or knowledge sources. Redundancy analysis can detail prosodic components, such as dynamics, duration, pitch or voicing degree. It can be applied to various forms of connected, restricted or coded speech, with vocabularies ranging from small to large numbers of words.
Keywords :
Analytical models; Brain modeling; Ear; Entropy; Humans; Redundancy; Rhythm; Speech analysis; Speech recognition; Vocabulary;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '77.
Type :
conf
DOI :
10.1109/ICASSP.1977.1170300
Filename :
1170300
Link To Document :
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