Naslov
Harmonic Weighting for All-Pole Modeling of the Voiced Speech

Autori
Petrinović, Davor

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of the 8th European Conference on Speech Communication and Technology (EUROSPEECH03) / Jean-Cedric Chappelier - Bon : Causal Productions, 2003, Vol. II, 881-884

Skup
8th European Conference on Speech Communication and Technology, EUROSPEECH '03

Mjesto i datum
Ženeva, Švicarska, 01.09.2003. - 04.09.2003

Vrsta sudjelovanja
Poster

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
all-pole modeling; speach analysis; LPC

Sažetak
A new distance measure for all pole modeling of voiced speech is introduced in this paper. It can easily be integrated within the concept of discrete Weighted Mean Square Error (WMSE) all pole modeling, by a suitable choice of the modeling weights. The proposed weighting will address the problems such as: harmonic estimation reliability, perceptual significance of the harmonic and the model mismatch errors. The robust estimator is proposed, to reduce the effect of outliers caused by spectral nulls or additive non speech contributions (e.g. background noise or music). It is demonstrated that the proposed all pole estimation can significantly improve the performance of speech coders based on sinusoidal model, since the harmonic magnitudes are modeled better by the WMSE all pole model.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika

POVEZANOST RADA