Title :
A speech separation system that is robust to reverberation
Author :
Luo, H.Y. ; Denbigh, P.N.
Author_Institution :
Div. of Biomed. Eng., Sussex Univ., Brighton, UK
Abstract :
A speech separation system has been built up that is self-supporting (i.e. does not require prior knowledge of pitch tracks obtained from the speech signals on their own as in the work of Stubbs and Summerfield, 1990), and is also robust to reverberation. A two-dimensional harmonic sieve that tracks harmonics in both amplitude and frequency has been developed. With the help sometimes of directional information in order to attribute the resulting pitch measurements to the appropriate speakers at times of pitch crossings or following breaks in voicing, reliable pitch tracking and accurate pitch extraction have been achieved in the present system. The present system can successfully extract one speech from mixed speech even when there are more than two overlapping speech signals
Keywords :
feature extraction; harmonics; reverberation; speech analysis and processing; speech intelligibility; amplitude; directional information; frequency; mixed speech; overlapping speech signals; pitch tracks; reverberation; robust; speakers; speech separation system; two-dimensional harmonic sieve; voicing; Biomedical engineering; Biomedical measurements; Data mining; Degradation; Frequency modulation; Reflection; Reverberation; Robustness; Speech; Transfer functions;
Conference_Titel :
Speech, Image Processing and Neural Networks, 1994. Proceedings, ISSIPNN '94., 1994 International Symposium on
Print_ISBN :
0-7803-1865-X
DOI :
10.1109/SIPNN.1994.344897