DocumentCode :
2163256
Title :
Automatic epoch extraction for closed-phase analysis of speech
Author :
Kounoudes, Anastasis ; Naylor, P.A. ; Brookes, M.
Author_Institution :
Dept. of Electron. & Electr. Eng., Imperial Coll., London, UK
Volume :
2
fYear :
2002
fDate :
2002
Firstpage :
979
Abstract :
This paper presents an automatic method to determine the instants of glottal closure (GCIs), or epochs, from the speech signal alone without the need of a laryngograph signal. The proposed algorithm incorporate a new technique for estimating GCI candidates and dynamic programming to select the best candidates according to predefined cost functions. Results show accuracy in estimation to within ±0.25ms on 87% of the test database and less that 1% false alarms and misses. Preliminary experiments using the telephone -degraded NTIMIT database have shown that the algorithm continues to perform well even in the presence of noise.
Keywords :
dynamic programming; feature extraction; speech processing; automatic epoch extraction; automatic method; closed-phase speech analysis; cost functions; dynamic programming; estimation accuracy; false alarms; glottal closure instants estimation; laryngograph signal; speech processing; speech signal; telephone -degraded NTIMIT database; test database; Cost function; Databases; Delay estimation; Dynamic programming; Educational institutions; Larynx; Linear predictive coding; Phase estimation; Speech analysis; Transfer functions;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Digital Signal Processing, 2002. DSP 2002. 2002 14th International Conference on
Print_ISBN :
0-7803-7503-3
Type :
conf
DOI :
10.1109/ICDSP.2002.1028254
Filename :
1028254
Link To Document :
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