Title :
Multiresolution speech analysis with an analog cochlear model
Author :
Liu, Weimin ; Goldstein, Moise H., Jr. ; Andreou, Andreas G.
Author_Institution :
Dept. of Electr. & Comput. Eng., Johns Hopkins Univ., Baltimore, MD, USA
Abstract :
The limitations of uniform bandwidth analysis methods (such as the spectrogram) for broadband signals when both temporal and spectral resolution are important are discussed. Signal representation by an auditory periphery model based on neurophysiological data is described. The model exhibits wavelet-like properties. The temporal analysis of the response of the model yields accurate time and frequency determination for each spectral component in a dynamic broadband signal. The signal processing capability of the model is demonstrated with natural speech input. The model has been realized in silicon as a real-time, low-power hardware signal processor
Keywords :
acoustic signal processing; ear; hearing; spectral analysis; speech analysis and processing; Si; analog cochlear model; auditory periphery model; broadband signals; dynamic broadband signal; frequency determination; low-power hardware signal processor; natural speech input; neurophysiological data; signal processing; signal representation; spectral component; spectral resolution; spectrogram; temporal analysis; temporal resolution; time determination; uniform bandwidth analysis methods; wavelets; Bandwidth; Frequency; Natural languages; Signal analysis; Signal processing; Signal representations; Signal resolution; Silicon; Spectrogram; Speech analysis;
Conference_Titel :
Time-Frequency and Time-Scale Analysis, 1992., Proceedings of the IEEE-SP International Symposium
Conference_Location :
Victoria, BC
Print_ISBN :
0-7803-0805-0
DOI :
10.1109/TFTSA.1992.274125