Title :
Intelligibility of reverberant speech enhanced by inversion of room response
Author :
Cole, David ; Moody, Miles ; Sridharan, Sridha
Author_Institution :
Sch. of Electr. & Electron. Syst. Eng., Queensland Univ. of Technol., Brisbane, Qld., Australia
Abstract :
The effect on speech intelligibility of inverting the impulse response of a small, highly reverberant acoustical space is evaluated. Phonetically balanced (PB) speech material was recorded with a single microphone in an empty room of about 40 m3, with reverberation time of 3 s. The room response was measured using a linear chirp, and various least-squared error inverse filters were designed. Intelligibility of the reverberated and processed speech was measured by quantitative testing with twelve listeners, and by the speech transmission index (STI). Results show improved intelligibility even using very short portions of the room impulse response, with correct responses increasing by 8% using a 93 ms impulse response. Further improvement was noted with increasing filter length. Intelligibility improvements were consistent with two types of subject response tests, but were not reflected in STI values for short filter length
Keywords :
acoustic filters; architectural acoustics; filtering and prediction theory; least squares approximations; reverberation; speech analysis and processing; speech intelligibility; transient response; filter length; impulse response; inversion; least-squared error inverse filters; linear chirp; phonetically balanced speech material; processed speech; reverberant speech; reverberation time; room response; small highly reverberant acoustical space; speech intelligibility; speech transmission index; subject response test; Cepstral analysis; Filters; Forensics; Microphones; Reverberation; Space technology; Speech analysis; Speech enhancement; Speech processing; Testing;
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.1994.344922