Title :
A spectrally mixed excitation (SMX) vocoder with robust parameter determination
Author :
Cho, Yong Duk ; Kim, Moo Young ; Kim, Sang Ryong
Author_Institution :
Human & Comput. Interaction Lab., Samsung Adv. Inst. of Technol., Kyungki, South Korea
Abstract :
Sinusoidal speech coders have been widely studied for low bit rate coding around 4 kbit/s. However, the estimation error of the sinusoidal model parameters would seriously degrade the speech quality. In general, the estimation errors are caused by the effects of various types of speech signal or background noise. In this paper we propose a sinusoidal speech coder with robust parameter determination methods. They consist of spectro-temporal autocorrelation method for robust pitch determination, frequency shifting method for robust voicing level measurement, and residual-spectrum magnitude coding method for spectral magnitude compensation. From the experimental results, we can find the robustnesses of the proposed techniques. In addition, informal listening test of the synthesized speech confirms the effectiveness of the incorporated schemes
Keywords :
correlation methods; linear predictive coding; parameter estimation; spectral analysis; speech coding; speech synthesis; vector quantisation; vocoders; 4 kbit/s; SMX vocoder; estimation errors; frequency shifting method; informal listening test; low bit rate coding; residual-spectrum magnitude coding method; robust parameter determination; robust pitch determination; robust voicing level measurement; sinusoidal speech coder; spectral magnitude compensation; spectrally mixed excitation vocoder; spectro-temporal autocorrelation method; speech coding; synthesized speech; Autocorrelation; Background noise; Bit rate; Degradation; Estimation error; Noise robustness; Speech coding; Speech enhancement; Speech synthesis; Vocoders;
Conference_Titel :
Acoustics, Speech and Signal Processing, 1998. Proceedings of the 1998 IEEE International Conference on
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-4428-6
DOI :
10.1109/ICASSP.1998.675336