AudioStegaalysiswithHadcraftedFeaturesDesig(StatisticalMachieLearig)
Audiostegaalysisbasedotheagorithmsofstatiscticalmachielearig.@Author:YutaoWag(Charles_wyt)@Email:wagyutao2@iie.ac.cHopewecahaveahappycommuicatio.
Thisprojectistheimplemetatioofourrecetworkforaudiostegaalysisbasedostatisticalmachielearig,adyoucaalsodesigyourowalgoritmthroughthisplatform.
FilesIDFileFuctio1applicatioaudiostegaalysisadstegaographiedfid2batch_scriptallbatchscriptsforfeatureextractio,traiig,testadsoo3data_processigtoolswhichareusedforQMDCTcoefficietsextractioaddatasetbuild4feature_extractthescriptsforfeatureextractio(ADOTP,MDI2,I2C,D2MA,JPBC,Co-Occurace)5plotscriptsforfigureplot6trai_testtraiig,validatioadtestviasvmadesembleclassifier7utilssomebasictoolssuchasgetfilesameadgetfileslistHowtouseSigletaskSeparatioRusetup.madcompleteevirometalcofiguratio.ForQMDCTextractio,rudata_processig/batch_script/QMDCT_extractio_batch1.batorQMDCT_extractio_batch2.bat.Forfeatureextractio,rumatlabscriptsofbatch_script/feature_extractio_batch.m.Fortraiigadvalidatio,rumatlabscriptsoftrai_test/esemble_classifier/traiig_emsemble.mortrai_test/svm_classifier/traiig_svm.m.Fortest,rumatlabscriptsoftrai_test/esemble_classifier/test_esemble.mortrai_test/svm_classifier/test_svm.m.ItegratioRusetup.madcompleteevirometalcofiguratio.Ruru_script_for_traiig1.morru_script_for_traiig2.mfortraiigadvalidatio.Ruru_script_for_test.mfortest.MultipletasksRusetup.madcompleteevirometalcofiguratio.Ruru_script_for_experimets.morru_script_for_experimets1.m,adallresultsarewrittteitoatextfile.
评论