Title :
Optimizing the Comb Filters for Spectral Splitting of Speech to Reduce the Effect of Spectral Masking
Author :
Kulkarni, P.N. ; Pandey, P.C.
Author_Institution :
Indian Inst. of Technol. Bombay, Mumbai
Abstract :
Sensorineural hearing impairment is associated with widening of auditory filters, resulting in poor frequency selectivity with an increased susceptibility to masking. Earlier studies have shown that binaural dichotic presentation, using critical bandwidth based spectral splitting with perceptually balanced comb filters, helps in reducing the effect of spectral masking for persons with moderate bilateral sensorineural hearing impairment In spectral splitting, the speech signal is filtered using a pair of linear phase FIR comb filters with complementary magnitude responses for binaural dichotic presentation. The objective of the present study is to optimize the comb filters with respect to the number of bands and bandwidth. Three different pairs of comb filters are investigated: constant bandwidth filters, critical band based filters, and 1/3 octave bandwidth filters. Evaluation of spectral splitting schemes, using these filters, through listening tests, indicate that 1/3 octave band and critical band based filters are superior to constant bandwidth filters.
Keywords :
FIR filters; audio signal processing; comb filters; hearing; linear phase filters; speech intelligibility; speech processing; 1/3 octave bandwidth filters; auditory filters; binaural dichotic presentation; comb filters; constant bandwidth filters; critical band based filters; linear phase FIR filters; sensorineural hearing impairment; spectral masking; spectral splitting; speech signal; Auditory system; Band pass filters; Bandwidth; Deafness; Ear; Finite impulse response filter; Frequency; Nonlinear filters; Speech coding; Testing; Binaural dichotic presentation; Comb filters; Sensorineural hearing loss; Spectral masking; Spectral splitting;
Conference_Titel :
Signal Processing, Communications and Networking, 2008. ICSCN '08. International Conference on
Conference_Location :
Chennai
Print_ISBN :
978-1-4244-1924-1
Electronic_ISBN :
978-1-4244-1924-1
DOI :
10.1109/ICSCN.2008.4447163