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Audio Denoising Coprocessor Based on RISC-V Custom Instruction Set Extension.

Authors :
Yuan, Jun
Zhao, Qiang
Wang, Wei
Meng, Xiangsheng
Li, Jun
Li, Qin
Source :
Acoustics (2624-599X); Sep2022, Vol. 4 Issue 3, p538-553, 16p
Publication Year :
2022

Abstract

As a typical active noise control algorithm, Filtered-x Least Mean Square (FxLMS) is widely used in the field of audio denoising. In this study, an audio denoising coprocessor based on Retrenched Injunction System Computer-V (RISC-V), a custom instruction set extension was designed and a software and hardware co-design was adopted; based on the traditional pure hardware implementation, the accelerator optimization design was carried out, and the accelerator was connected to the RISC-V core in the form of coprocessor. Meanwhile, the corresponding custom instructions were designed, the compiling environment was established, and the library function of coprocessor acceleration instructions was established by embedded inline assembly. Finally, the active noise control (ANC) system was built and tested based on Hbird E203-Core, and the test data were collected through an audio analyzer. The results showed that the audio denoising algorithm can be realized by combining a heterogeneous System on Chip (SoC) with a hardware accelerator, and the denoising effect was approximately 8 dB. The number of instructions consumed by testing custom instructions for specific operations was reduced by approximately 60%, and the operation acceleration effect was significant. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
2624599X
Volume :
4
Issue :
3
Database :
Complementary Index
Journal :
Acoustics (2624-599X)
Publication Type :
Academic Journal
Accession number :
159272997
Full Text :
https://doi.org/10.3390/acoustics4030033