Redirigiendo al acceso original de articulo en 19 segundos...
Inicio  /  Acoustics  /  Vol: 4 Par: 3 (2022)  /  Artículo
ARTÍCULO
TITULO

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

Jun Yuan    
Qiang Zhao    
Wei Wang    
Xiangsheng Meng    
Jun Li and Qin Li    

Resumen

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.

Palabras claves

 Artículos similares

       
 
Nor Azlina Ab. Aziz, Tawsif K., Sharifah Noor Masidayu Sayed Ismail, Muhammad Anas Hasnul, Kamarulzaman Ab. Aziz, Siti Zainab Ibrahim, Azlan Abd. Aziz and J. Emerson Raja    
Affective computing focuses on instilling emotion awareness in machines. This area has attracted many researchers globally. However, the lack of an affective database based on physiological signals from the Asian continent has been reported. This is an i... ver más
Revista: Algorithms

 
Fares Abu-Abed and Sergey Zhironkin    
Currently, the gamification of virtual reality for training miners, especially for emergencies, and designing the extraction of minerals in difficult technological conditions has been embodied in the Virtual Mine software and hardware. From a software de... ver más
Revista: Applied Sciences

 
Juan Fernando Flórez Marulanda, Cesar A. Collazos and Julio Ariel Hurtado    
Previous research has explored different models of synchronous remote learning environments supported by videoconferencing and virtual reality platforms. However, few studies have evaluated the preference and acceptance of synchronous remote learning in ... ver más
Revista: Information

 
Theodoros Psallidas and Evaggelos Spyrou    
During the last few years, several technological advances have led to an increase in the creation and consumption of audiovisual multimedia content. Users are overexposed to videos via several social media or video sharing websites and mobile phone appli... ver más
Revista: Computers

 
Serena Incerti-Parenti, Maria Lavinia Bartolucci, Elena Biondi, Andrea Fiordelli, Corrado Paganelli and Giulio Alessandri-Bonetti    
The Internet is a preferred source of health information. This study evaluated the quality, reliability and content of online audio-visual information on the mandibular advancement device (MAD) for the treatment of obstructive sleep apnea (OSA). ?Mandibu... ver más
Revista: Applied Sciences