DocumentCode
2852625
Title
The DYPSA algorithm for estimation of glottal closure instants in voiced speech
Author
Kounoudes, Anastasis ; Naylor, Patrick A. ; Brookes, Mike
Author_Institution
Department of Electrical and Electronic Engineering, Imperial College, London, UK
Volume
1
fYear
2002
fDate
13-17 May 2002
Abstract
We present the DYPSA algorithm for automatic and reliable estimation of glottal closure instants (GCIs) in voiced speech. Reliable GCI estimation is essential for closed-phase speech analysis, from which can be derived features of the vocal tract and, separately, the voice source. It has been shown that such features can be used with significant advantages in applications such as speaker recognition. DYPSA is automatic and operates using the speech signal alone without the need for an EGG or Laryngograph signal. It incorporates a new technique for estimating GCI candidates and employs dynamic programming to select the most likely candidates according to a defined cost function. We review and evaluate three existing methods and compare our new algorithm to them. Results for DYPSA show GCI detection accuracy to within ±0.25ms on 87% of the test database and fewer than 1% false alarms and misses.
Keywords
Accuracy; Algorithm design and analysis; Feature extraction; Robustness; Speech; Speech recognition; Tutorials;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing (ICASSP), 2002 IEEE International Conference on
Conference_Location
Orlando, FL, USA
ISSN
1520-6149
Print_ISBN
0-7803-7402-9
Type
conf
DOI
10.1109/ICASSP.2002.5743726
Filename
5743726
Link To Document