Title :
Audio de-noising by spectral subtraction technique implemented on reconfigurable hardware
Author :
Biswas, Tanmay ; Pal, Chandrajit ; Mandal, Sudhindu Bikash ; Chakrabarti, Anandaroop
Author_Institution :
A.K Choudhury Sch. of Inf. Technol., Univ. of Calcutta, Kolkata, India
Abstract :
This paper proposes an efficient hardware architecture for the spectral subtraction algorithm applied to speech enhancement. Spectral subtraction algorithm is widely used in audio de-noising applications. The proposed architecture uses a novel approach to estimate environmental noise from speech adaptively. After estimating the noise from the input speech the noise samples are subtracted, making it noise free. In this design we have two principal blocks, the noise estimation-subtraction block and the phase block, which are executed concurrently exploiting the parallel logic blocks of field programmable gate array (FPGA). We have implemented our design on Spartan6 LX45 FPGA, which also meets the high speed requirements. Resource utilization and delay information for the different blocks in our design are presented. Our proposed hardware implementation shows a better SNR value compared to the original software implementation. To the best of our knowledge, this work is the first of its kind of implementation in regards to FPGA based hardware design for adaptive noise filtering in speech.
Keywords :
adaptive filters; audio signal processing; field programmable gate arrays; signal denoising; speech enhancement; FPGA based hardware design; SNR value; Spartan6 LX45 FPGA; adaptive noise filtering; audio denoising; delay information; environmental noise; field programmable gate array; hardware architecture; noise estimation-subtraction block; reconfigurable hardware; resource utilization; software implementation; spectral subtraction algorithm; spectral subtraction technique; speech enhancement; Field programmable gate arrays; Hardware; Noise; Noise measurement; Noise reduction; Software; Speech; Digital Signal Processing (DSP); Field Programmable Gate Array (FPGA); Spectral Subtraction; System Generator;
Conference_Titel :
Contemporary Computing (IC3), 2014 Seventh International Conference on
Conference_Location :
Noida
Print_ISBN :
978-1-4799-5172-7
DOI :
10.1109/IC3.2014.6897179