DocumentCode
2330857
Title
Speech analysis and synthesis using a glottal excited AR model with DTW-based glottal determination
Author
Cohen, G. ; Malah, D.
Author_Institution
Dept. of Electr. Eng., Technion-Israel Inst. of Technol., Haifa, Israel
fYear
1995
fDate
7-8 March 1995
Abstract
In this paper we present, a new method for determining the excitation waveform of a glottal excited speech synthesizer. In the glottal excited speech model, voiced speech is decomposed into a parametric glottal shaped excitation signal and an AR vocal tract filter. The new glottal determination method can be used iteratively with vocal tract filter updates in model analysis. In each iteration the new glottal pulse positioning is determined at sub-sample resolution using by a Multi-Dimensional Dynamic Time Warping (MD-DTW) algorithm, using an analysis-by-synthesis approach to minimize the squared-error between the original and the synthetic speech.
Keywords
autoregressive processes; iterative methods; speech processing; speech synthesis; AR vocal tract filter; DTW-based glottal determination; analysis-by-synthesis approach; excitation waveform; glottal excited AR model; glottal pulse positioning; iteration; multi-dimensional dynamic time warping; parametric glottal shaped excitation signal; speech analysis; speech synthesis; squared-error minimisation; sub-sample resolution; vocal tract filter updates; voiced speech; Filtering; Man machine systems; Nonlinear filters; Pulse generation; Signal resolution; Speech analysis; Speech coding; Speech synthesis; Synthesizers; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Electrical and Electronics Engineers in Israel, 1995., Eighteenth Convention of
Conference_Location
Tel Aviv, Israel
Print_ISBN
0-7803-2498-6
Type
conf
DOI
10.1109/EEIS.1995.513822
Filename
513822
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