PROJECTS
On the Use of a Decimative Spectral Estimation Method based on Eigenanalysis and SVD for Formant and Bandwidth Tracking of Speech Signals
| Year: | 2005 | ||||
|---|---|---|---|---|---|
| Authors: | Sotiris Karabetsos; Pirros Tsiakoulis; Stavroula-Evita Fotinea; Ioannis Dologlou | ||||
| Book title: | Interspeech’2005: 9th European Conference on Speech Communication and Technology | ||||
| Pages: | 709-712 | ||||
| Address: | Lisbon, Portugal | ||||
| Date: | September 4-8 | ||||
| Abstract: | In this paper, a Decimative Spectral estimation method based on Eigenanalysis and SVD (Singular Value Decomposition) is presented and applied to speech signals in order to estimate Formant/Bandwidth values. The underlying model decomposes a signal into complex damped sinusoids. The algorithm is applied not only on speech samples but on a small amount of the autocorrelation coefficients of a speech frame as well, for finer estimation. Correct estimation of Formant/Bandwidth values depend on the model order thus, the requested number of poles. Overall, experimentation results indicate that the proposed methodology successfully estimates formant trajectories and their respective bandwidths. |
||||
| [Bibtex] | |||||






