Title :
Pitch modifications of speech based on an adaptive Harmonic Model
Author :
Kafentzis, George P. ; Degottex, Gilles ; Rosec, Olivier ; Stylianou, Yannis
Author_Institution :
Orange Labs., TECH/ACTS/MAS, Lannion, France
Abstract :
In this paper, a simple method for pitch-scale modifications of speech based on a recently suggested model for AM-FM decomposition of speech signals, is presented. This model is referred to as the adaptive Harmonic Model (aHM). The aHM models speech as a sum of harmonically related sinusoids that can adapt to the local characteristics of the signal. It was shown that this model provides high quality reconstruction of speech and thus, it can also provide high quality pitch-scale modifications. For the latter, the amplitude envelope is estimated using the Discrete All-Pole (DAP) method, and the phase envelope estimation is performed by utilizing the concept of relative phase. Formal listening tests on a database of several languages show that the synthetic pitch-scaled waveforms are natural and free of some common artefacts encountered in other state-of-the-art models, such as HNM and STRAIGHT.
Keywords :
signal reconstruction; speech processing; AM-FM decomposition; DAP method; aHM; adaptive harmonic model; amplitude envelope; discrete all-pole method; harmonically related sinusoids; high quality speech reconstruction; phase envelope estimation; pitch speech modifications; pitch-scale modifications; speech signals; Adaptation models; Estimation; Frequency estimation; Harmonic analysis; Noise; Speech; Speech processing; Adaptive harmonic model; Adaptive quasi-harmonic model; Pitch modification; Speech analysis;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on
Conference_Location :
Florence
DOI :
10.1109/ICASSP.2014.6855143