Title :
Music Signal Synthesis using Sinusoid Models and Sliding-Window Esprit
Author :
Gunnarsson, Anders ; Gu, Irene Y H
Author_Institution :
Dept. of Signals & Syst., Chalmers Univ. of Technol., Goteborg
Abstract :
This paper proposes a music signal synthesis scheme that is based on sinusoid modeling and sliding-window ESPRIT. Despite widely used audio coding standards, effectively synthesizing music using sinusoid models, more suitable for harmonic rich music signals, remains an open issue. In the proposed scheme, music signals are modeled by a sum of damped sinusoids in noise. A sliding window ESPRIT algorithm is applied. A continuity constraint is then imposed for tracking the time trajectories of sinusoids in music and for removing spurious spectral peaks in order to adapt to the changing number of sinusoid contents in dynamic music. Simulations have been performed to several music signals with a range of complexities, including music recorded from banjo, flute and music with mixed instruments. The results from listening and spectrograms have strongly indicated that the proposed method is very robust for music synthesis with good quality
Keywords :
acoustic signal processing; audio coding; audio recording; code standards; music; musical instruments; audio coding standards; banjo; flute; mixed instrument; music recording; music signal synthesis; sinusoid model; sliding-window ESPRIT algorithm; spectrogram; Acoustic noise; Audio coding; Instruments; Linear predictive coding; Multiple signal classification; Power harmonic filters; Robustness; Signal generators; Signal synthesis; Transform coding;
Conference_Titel :
Multimedia and Expo, 2006 IEEE International Conference on
Conference_Location :
Toronto, Ont.
Print_ISBN :
1-4244-0366-7
Electronic_ISBN :
1-4244-0367-7
DOI :
10.1109/ICME.2006.262798