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用于 wav 文件频谱密度分析的单位存在问题(db 人为低)

[英]Having issue with units for wav file spectral density analysis (db artificially low)

I have the below code which is adapted from other code I found here.我有以下代码,它改编自我在这里找到的其他代码。 It runs fine and the plot looks as expected except the db levels are ~80db too low.它运行良好,plot 看起来和预期的一样,除了 db 级别太低了 ~80db。 Note, intended unit is db re 1uPa.请注意,预期单位为 db re 1uPa。 Would appreciate any input on fixing this, I am thinking it has something to do with needing re 1uPa but I can't track back the issue and I'm just a poor biologist trying to learn to code!非常感谢有关解决此问题的任何意见,我认为这与需要 re 1uPa 有关,但我无法追溯问题,我只是一个试图学习编码的可怜的生物学家!

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% FFT parameters
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
NFFT = 96000;    % 
NOVERLAP = round(0.75*NFFT);
w = hanning(NFFT);
% spectrogram dB scale
spectrogram_dB_scale = 100;  % dB range scale (means , the lowest displayed level is XX dB below the max level)
gain = 20
sensitivity = - 165
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% load signal
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
[data,Fs]=audioread('sample.wav'); %(newer matlab)
samples = length(data);
dt = 1/Fs;
t = (0:dt:(samples-1)*dt);
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% display 1 : averaged FFT spectrum
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
[sensor_spectrum, freq] = pwelch(data,w,NOVERLAP,NFFT,Fs);
% convert to dB scale (ref = 1)
sensor_spectrum_dB = 20*log10(sensor_spectrum) - sensitivity - gain ;


figure(1),semilogx(freq,sensor_spectrum_dB);grid
title(['Averaged FFT Spectrum  / Fs = ' num2str(Fs) ' Hz / Delta f = ' num2str(freq(2)-freq(1)) ' Hz ']);
xlabel('Frequency (Hz)');ylabel('Amplitude (dB (L))');
  1. Regardless, you want to plot the output of pwelch using 10*log10 since you're dealing with a power spectrum.无论如何,您想要使用10*log10的 plot 和 pwelch 的pwelch ,因为您正在处理功率谱。

  2. Without knowing a little more about your data it's going to be hard to help... is it sound data?如果不了解更多关于您的数据的信息,将很难提供帮助……这是可靠的数据吗? physiological?生理? what is the sensitivity unit?什么是灵敏度单位? What is gain ??什么是gain ??

  3. Scaling the PSD缩放 PSD

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