Title :
Automatic Adaptation of the Time-Frequency Resolution for Sound Analysis and Re-Synthesis
Author :
Liuni, M. ; Robel, Axel ; Matusiak, E. ; Romito, M. ; Rodet, X.
Author_Institution :
Anal./Synthesis Team, IRCAM, Paris, France
Abstract :
We present an algorithm for sound analysis and re-synthesis with local automatic adaptation of time-frequency resolution. The reconstruction formula we propose is highly efficient, and gives a good approximation of the original signal from analyses with different time-varying resolutions within complementary frequency bands: this is a typical case where perfect reconstruction cannot in general be achieved with fast algorithms, which provides an error to be minimized. We provide a theoretical upper bound for the reconstruction error of our method, and an example of automatic adaptive analysis and re-synthesis of a music sound.
Keywords :
Gabor filters; acoustic signal processing; adaptive signal processing; signal reconstruction; signal resolution; signal synthesis; time-frequency analysis; Gabor filter; automatic adaptive analysis; complementary frequency band; reconstruction error; signal reconstruction; sound analysis; sound re-synthesis; time-frequency resolution; Algorithm design and analysis; Entropy; Signal processing algorithms; Signal resolution; Speech; Speech processing; Time frequency analysis; Automatic adaptivity; Gabor frames; sparsity; spectral processing;
Journal_Title :
Audio, Speech, and Language Processing, IEEE Transactions on
DOI :
10.1109/TASL.2013.2239989