資源簡介
用matlab計算一些基本的音頻特征,基本的特征包括:特征統計、Energy Entropy Standard Deviation (std)、均值信息熵、過零率檢測、頻譜衰減等等
代碼片段和文件信息
function?FF?=?computeAllStatistics(fileName?win?step)
%?This?function?computes?the?average?and?std?values?for?the?following?audio
%?features:
%?-?energy?entropy
%?-?short?time?energy
%?-?spectral?rolloff
%?-?spectral?centroid
%?-?spectral?flux
%?
%?ARGUMENTS:
%?fileName:?the?name?of?the?.wav?file?in?which?the?signal?is?stored
%?win:?the?processing?window?(in?seconds)
%?step:?the?processing?step?(in?seconds)
%
%?RETURN?VALUE:
%?F:?a?12x1?array?containing?the?12?feature?statistics
%
[x?fs]?=?wavread(fileName);
EE?=?Energy_Entropy_Block(x?win*fs?step*fs?10);
E?=?ShortTimeEnergy(x?win*fs?step*fs);
Z?=?zcr(x?win*fs?step*fs?fs);
R?=?SpectralRollOff(x?win*fs?step*fs?0.80?fs);
C?=?SpectralCentroid(x?win*fs?step*fs?fs);
F?=?SpectralFlux(x?win*fs?step
?屬性????????????大小?????日期????時間???名稱
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?????文件???????1093??2008-02-05?15:39??MATLAB音頻特征提取\computeAllStatistics.m
?????文件???????2830??2008-03-16?23:24??MATLAB音頻特征提取\computeFeaturesDirectory.m
?????文件????????563??2008-02-05?14:49??MATLAB音頻特征提取\computeHistError.m
?????文件???????7072??2008-03-16?23:22??MATLAB音頻特征提取\Documentation.html
?????文件????????584??2006-03-07?11:39??MATLAB音頻特征提取\Energy_Entropy_Block.m
?????文件??????96676??2008-03-16?22:34??MATLAB音頻特征提取\example.jpg
?????文件???????1345??2009-05-19?13:09??MATLAB音頻特征提取\license.txt
?????文件????????860??2008-02-11?15:07??MATLAB音頻特征提取\myHist.m
?????文件???????2634??2010-01-14?20:57??MATLAB音頻特征提取\readme.txt
?????文件????????672??2006-02-16?08:01??MATLAB音頻特征提取\ShortTimeEnergy.m
?????文件????????620??2006-02-23?10:32??MATLAB音頻特征提取\SpectralCentroid.m
?????文件????????665??2006-01-30?15:38??MATLAB音頻特征提取\SpectralEntropy.m
?????文件????????599??2008-02-04?23:08??MATLAB音頻特征提取\SpectralFlux.m
?????文件????????659??2006-09-12?14:20??MATLAB音頻特征提取\SpectralRollOff.m
?????文件???????1895??2007-01-21?23:43??MATLAB音頻特征提取\statistic.m
?????文件????????497??2006-01-30?15:38??MATLAB音頻特征提取\zcr.m
?????目錄??????????0??2010-01-14?20:59??MATLAB音頻特征提取
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