Title :
A Low Complexity Noise Suppressor with Hybrid Filterbanks and Adaptive Time-Frequency Tiling
Author :
Shimada, Osamu ; Sugiyaima, Akihiko ; Nomura, Toshiyuki
Author_Institution :
Common Platform Software Res. Labs., NEC Corp., Kawasaki
Abstract :
This paper proposes a low complexity noise suppressor with hybrid filterbanks and adaptive time-frequency tiling. An analysis hybrid filterbank provides efficient transformation by further decomposing low-frequency bins after a coarse transformation with a short frame size. A synthesis hybrid filterbank also reduces computational complexity in a similar fashion to the analysis hybrid filterbank. Adaptive time-frequency tiling reduces the number of spectral gain calculations. It adaptively generates tiling information in the time-frequency plane based on the signal characteristics. The average number of instructions on a typical DSP chip has been reduced by 30% to 7.5 MIPS in case of mono signals sampled at 44.1 kHz. A Subjective test result shows that the sound quality of the proposed method is comparable to that of the conventional one.
Keywords :
adaptive filters; computational complexity; filtering theory; interference suppression; noise; speech enhancement; DSP chip; adaptive time-frequency tiling; coarse transformation; computational complexity; frequency 44.1 kHz; hybrid filterbanks; noise suppressor; spectral gain calculations; speech enhancement; Acoustic noise; Adaptive filters; Character generation; Computational complexity; Digital signal processing chips; Low-frequency noise; MONOS devices; Signal generators; Signal synthesis; Time frequency analysis; Adaptive time-frequency tiling; Hybrid filterbank; Low complexity; Noise suppression; Speech enhancement;
Conference_Titel :
Digital Signal Processing Workshop and 5th IEEE Signal Processing Education Workshop, 2009. DSP/SPE 2009. IEEE 13th
Conference_Location :
Marco Island, FL
Print_ISBN :
978-1-4244-3677-4
Electronic_ISBN :
978-1-4244-3677-4
DOI :
10.1109/DSP.2009.4785891