The complex-valued continuous wavelet transform as a preprocessor for auditory scene analysis
Ludger Solbach, Rolf Wöhrmann, Jörg Kliewer · 1998
In this paper we draw links between the widely used gammatone filter auditory model and wavelet theory. From the viewpoint of wavelet theory the benefit from linking these research fields is a fast method for the computation of a time-scale representation. From the viewpoint of auditory filtering the benefits are the existence of methods for the detection of signal singularities and for resynthesis. Our method has proved to be useful for the analysis of music pieces with a limited spectral overlap of the different signal components. It has been implemented for further research in automated music transcription and auditory source separation, but might also be of interest for sound synthesis systems based on the analysis and transformation of acoustic signals. 1 Linear Time-Frequency Distributions Given a one-dimensional acoustic time signal s(t) a timefrequency distribution (TFD) is a two-dimensional representation of s(t) with time and frequency as its parameters. Basically a TFD tel...