一种音频信号综合处理实验设计

An Experimental Design of Audio Signal Integrated Processing

  • 摘要: 数字信号处理课程是电子信息类专业本科生培养的核心课程,针对课程实验存在的硬件工程能力培养不足、难以模拟真实工程场景问题,设计了基于FPGA及快速重采样算法的音频信号综合处理实验。实验采用了FPGA中的数字信号处理逻辑单元解决音频传输过程中受到的噪声干扰问题;采用重采样技术使多媒体产生的音频信号进行多样化的输出;通过音频信号的反馈分析和信号叠加处理,音频能以混响、回声、延时等不同的音效进行播放。选择FIR有限脉冲响应的数字滤波器对音频信号去噪处理,噪声去除率超过95%,表明FIR滤波器在音频去噪任务中表现优异,能有效提升音频质量,保证处理的稳定性和可靠性。经过重采样算法处理后,音频信号采样率最高可达192kHz,是原有音频信号频率的4倍。本实验较好的涵盖了音频信号处理的知识技能,较好的满足了电子信息工程专业学生的数字信号处理能力的培养。

     

    Abstract: The digital signal processing course is a core course for undergraduate students majoring in electronic information. In response to the problems of insufficient hardware engineering ability cultivation and the difficulty in simulating real engineering scenarios in the course experiments, an audio signal comprehensive processing experiment based on FPGA and a fast resampling algorithm has been designed. The experiment utilizes the Digital Signal Processing Logic Unit in an FPGA to solve the problem of noise interference during audio transmission. Resampling technology is employed to diversify the output of multimedia-generated audio signals. Through feedback analysis and signal superposition processing of audio signals, the audio can be played with different sound effects such as reverberation, echo, and delay. Selecting finite impulse response (FIR) digital filters for audio signal denoising processing, the noise removal rate exceeds 95%. After processing with the resampling algorithm, the audio signal sampling rate can reach up to 192kHz, which is four times the frequency of the original audio signal. This experiment comprehensively covers the knowledge and skills of audio signal processing and meets the needs of cultivating digital signal processing abilities for students majoring in electronic information engineering.

     

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