Yan, Qin, Vaseghi, Saeed V., Zavarehei, Esfandiar and Milner, Ben P. (2007) Restoration of noisy and band limited archived speech records with linear predictor and harmonic noise models. In: 15th European Signal Processing Conference, 2007-09-03 - 2007-09-07.
Full text not available from this repository. (Request a copy)Abstract
A method is presented for restoration of noisy bandlimited archived speech records. Speech is modeled with a formanttracking linear prediction (FTLP) model of the spectral envelope and a harmonic noise model (HNM) of the excitation. The timevarying trajectories of the parameters of the LP and HNM models are tracked with Viterbi classifiers and denoised with Kalman filters. A frequency domain pitch estimation is proposed, which searches for the peak SNRs at the harmonics. The LP-HNM model is used to deconstruct noisy speech, de-noise its LP and HNM models and then reconstitute the cleaned speech. The missing spectrum at lower and higher frequency bands are reconstructed through spectral extrapolation of the LP-HNM model. Comparative evaluations show the performance gains obtained from the proposed method.
Item Type: | Conference or Workshop Item (Paper) |
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Faculty \ School: | Faculty of Science > School of Computing Sciences |
UEA Research Groups: | Faculty of Science > Research Groups > Interactive Graphics and Audio Faculty of Science > Research Groups > Smart Emerging Technologies |
Related URLs: | |
Depositing User: | Vishal Gautam |
Date Deposited: | 19 May 2011 08:47 |
Last Modified: | 22 Apr 2023 02:44 |
URI: | https://ueaeprints.uea.ac.uk/id/eprint/23273 |
DOI: |
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