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Real time implementation of audio spectrogram on field programmable gate array (fpga).

机译:音频频谱图在现场可编程门阵列(fpga)上的实时实现。

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摘要

An audio spectrogram is a visual representation of sound. Spectrogram in general is defined as the time varying spectral representation which shows the variation of spectral density of a signal with respect to time. Spectrograms (also known as voicegrams, sonograms or spectral waterfalls) are typically used to identify phonetic sounds, to analyze the cries of animals and also in other fields like speech processing, sonar, seismology, etc. Spectrograms can be created using two methods, using a series of band pass filters to form the approximated filter bank and short-time Fourier transform (STFT) calculated from the time signal. This thesis concentrates on using the short-time Fourier transform (STFT) to obtain the audio spectrogram. The objective of this research is the real time implementation of real time spectrogram of an audio signal on a video monitor using Xilinx Virtex-5 ML506 Evaluation Board. The Xilinx ML506 Virtex-5 Evaluation Board has powerful audio and video capabilities, which are utilized in this research. The input audio signal is processed in the FPGA to calculate STFT of the signal. Once the STFT is calculated, it must be converted into a form suitable for displaying by the video monitor. The video signal sent to the monitor shows the real time audio spectrogram. This research has several applications in scientific and commercial devices. The design is written is Verilog & VHDL, simulated using Xilinx ISE Web pack and programmed on the Xilinx Virtex-5 ML506 Evaluation Board.
机译:音频频谱图是声音的视觉表示。频谱图通常定义为时变频谱表示,它表示信号的频谱密度相对于时间的变化。频谱图(也称为语音图,超声波图或频谱瀑布图)通常用于识别语音,分析动物的哭声以及在语音处理,声纳,地震等领域,也可以使用两种方法来创建频谱图。一系列带通滤波器,以形成近似滤波器组和根据时间信号计算出的短时傅立叶变换(STFT)。本文的重点是利用短时傅立叶变换(STFT)获得音频频谱图。这项研究的目的是使用Xilinx Virtex-5 ML506评估板在视频监视器上实时实施音频信号的实时频谱图。 Xilinx ML506 Virtex-5评估板具有强大的音频和视频功能,这些功能在本研究中得到了利用。输入音频信号在FPGA中进行处理,以计算信号的STFT。计算STFT后,必须将其转换为适合视频监视器显示的形式。发送到监视器的视频信号显示了实时音频频谱图。这项研究在科学和商业设备中有多种应用。设计是用Verilog和VHDL编写的,使用Xilinx ISE Web pack进行了仿真,并在Xilinx Virtex-5 ML506评估板上进行了编程。

著录项

  • 作者单位

    San Diego State University.;

  • 授予单位 San Diego State University.;
  • 学科 Engineering Electronics and Electrical.
  • 学位 M.S.
  • 年度 2014
  • 页码 76 p.
  • 总页数 76
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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