Title :
A novel pitch-lag search method using adaptive weighting and median filtering
Author :
Ojala, Pasi ; Haavisto, Petri ; Lakaniemi, Ari ; Vainio, Janne
Author_Institution :
Speech & Audio Syst. Lab., Nokia Res. Center, Tampere, Finland
Abstract :
This paper presents a novel method to estimate the pitch-lag in a speech codec. The pitch-lag is related to the fundamental frequency of the speech signal and an accurate estimation of this parameter is important for the subjective quality of the synthesised speech. A common problem in speech codecs is that the estimation of the pitch-lag often produces a multiple or a sub-multiple of the true pitch value. When these incorrect pitch-lag values are used in speech synthesis the subjective quality of the speech is degraded. This paper presents an improved method where the estimation of the pitch-lag parameter is biased towards the pitch-lag values of the previous speech segments resulting in a consistent set of consecutive pitch-lag values and a high quality reconstructed signal. The classification of speech into voiced and unvoiced parts is used when tracking the pitch-lag values and adapting the pitch track centered weighting function
Keywords :
filtering theory; linear predictive coding; median filters; parameter estimation; search problems; speech codecs; speech coding; speech synthesis; adaptive weighting; fundamental frequency; high quality reconstructed signal; median filtering; parameter estimation; pitch track centered weighting function; pitch-lag search method; pitch-lag values tracking; speech classification; speech codec; speech signal; speech synthesis; subjective quality; unvoiced parts; voiced parts; Adaptive filters; Degradation; Filtering; Frequency estimation; Modems; Search methods; Signal synthesis; Speech analysis; Speech codecs; Speech synthesis;
Conference_Titel :
Speech Coding Proceedings, 1999 IEEE Workshop on
Conference_Location :
Porvoo
Print_ISBN :
0-7803-5651-9
DOI :
10.1109/SCFT.1999.781502