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Extracting speech-specific characteristics from a signal such as spectral envelope and pitch is essential for parametrical speech processing. These characteristics are used in many speech applications including coding, parametrical text-to-speech synthesis, voice morphing, and others. This paper presents some original estimation techniques that extract these characteristics using a sinusoidal model of speech with instantaneous parameters. The analysis scheme consists of two steps: first the parameters of sinusoidal model are extracted from the signal, and then these parameters are transformed to required characteristics. Some evaluations of the presented techniques are carried out on synthetic and natural speech signals to show potential of the presented approach.
Author (s): Azarov, Elias;
Vashkevich, Maxim;
Petrovsky, Alexander;
Affiliation:
Belarusian State University of Informatics and Radioelectronics, Minsk, Belarus
(See document for exact affiliation information.)
AES Convention: 138
Paper Number:9267
Publication Date:
2015-05-06
Session subject:
Audio Signal Processing
DOI:
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Azarov, Elias; Vashkevich, Maxim; Petrovsky, Alexander; 2015; Speech Analysis Based on Sinusoidal Model with Time-Varying Parameters [PDF]; Belarusian State University of Informatics and Radioelectronics, Minsk, Belarus; Paper 9267; Available from: https://aes.org/publications/elibrary-page/?id=17691
Azarov, Elias; Vashkevich, Maxim; Petrovsky, Alexander; Speech Analysis Based on Sinusoidal Model with Time-Varying Parameters [PDF]; Belarusian State University of Informatics and Radioelectronics, Minsk, Belarus; Paper 9267; 2015 Available: https://aes.org/publications/elibrary-page/?id=17691
@inproceedings{Azarov2015speech,
title={{Speech Analysis Based on Sinusoidal Model with Time-Varying Parameters}},
author={Azarov, Elias and Vashkevich, Maxim and Petrovsky, Alexander},
year={2015},
month={may},
booktitle={Journal of the Audio Engineering Society},
publisher={Paper 9267; AES Convention 138; May 2015},
number={9267},
organization={AES},
}
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