DocumentCode
3569838
Title
The contribution of consonants versus vowels to word recognition in fluent speech
Author
Cole, Ronald A. ; Yan, Yonghong ; Mak, Brian ; Fanty, Mark ; Bailey, Troy
Author_Institution
Center for Spoken Language Understanding, Oregon Graduate Inst. of Sci. & Technol., Portland, OR, USA
Volume
2
fYear
1996
Firstpage
853
Abstract
Three perceptual experiments were conducted to test the relative importance of vowels vs. consonants to recognition of fluent speech. Sentences were selected from the TIMIT corpus to obtain approximately equal numbers of vowels and consonants within each sentence and equal durations across the set of sentences. In experiments 1 and 2, subjects listened to (a) unaltered TIMIT sentences; (b) sentences in which all of the vowels were replaced by noise; or (c) sentences in which all of the consonants were replaced by noise. The subjects listened to each sentence five times, and attempted to transcribe what they heard. The results of these experiments show that recognition of words depends more upon vowels than consonants-about twice as many words are recognized when vowels are retained in the speech. The effect was observed when occurrences of [1], [r], [w], [y] [m], [n], were included in the sentences (experiment 1) or replaced by noise (experiment 2). Experiment 3 tested the hypothesis that vowel boundaries contain more information about the neighboring consonants than vice versa
Keywords
speech processing; speech recognition; TIMIT corpus; TIMIT sentences; consonants; fluent speech; neighboring consonants information; noise; perceptual experiments; vowel boundaries; vowels; word recognition; Acoustic noise; Databases; Liquids; Loudspeakers; Natural languages; Noise reduction; Speech recognition; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 1996. ICASSP-96. Conference Proceedings., 1996 IEEE International Conference on
ISSN
1520-6149
Print_ISBN
0-7803-3192-3
Type
conf
DOI
10.1109/ICASSP.1996.543255
Filename
543255
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