# # ==+====1====+====2====+====3====+====4====+====5====+====6====+====7====+====8====+====9====+====0 # # Copyright (c) 2011-2012, Kornel Laskowski # All rights reserved. # # Redistribution and use in source and binary forms, with or without modification, are permitted # provided that the following conditions are met: # # * Redistributions of source code must retain the above copyright notice, this list of # conditions and the following disclaimer. # * Redistributions in binary form must reproduce the above copyright notice, this list of # conditions and the following disclaimer in the documentation and/or other materials provided # with the distribution. # * Neither the name of Sigtactica Research or of the Royal Institute of Technology (KTH) or of # Carnegie Mellon University nor the names of their contributors may be used to endorse or # promote products derived from this software without specific prior written permission. # # THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR # IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND # FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR # CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL # DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, # DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER # IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT # OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. # # ==+====1====+====2====+====3====+====4====+====5====+====6====+====7====+====8====+====9====+== */ MSFURL=http://www.cs.cmu.edu/~kornel/software MSFDIR=msf-0.3.2 MSFBIN=msf TINT="0.011" TEXT="0.009" TSEP="0.014" TFRA="0.008" WINSHAPE="hann_hann" TMEAN="0.5" MSFOPTS="-tint ${TINT} -text ${TEXT} -tsep ${TSEP} -tfra ${TFRA} -winShape ${WINSHAPE} -rjustifiedmean ${TMEAN} -stdout" # --+----1----+----2----+----3----+----4----+----5----+----6----+----7----+----8----+----9----+----0 LIBSNDFILEURL=http://www.mega-nerd.com/libsndfile/files LIBSNDFILEDIR=libsndfile-1.0.25 LIBSNDFILELIB=libsndfile.a LIBSNDFILEINCLUDE=sndfile.h # --+----1----+----2----+----3----+----4----+----5----+----6----+----7----+----8----+----9----+----0 WEKAURL=http://sourceforge.net/projects/weka/files/weka-3-6/3.6.4 WEKADIR=weka-3-6-4 # --+----1----+----2----+----3----+----4----+----5----+----6----+----7----+----8----+----9----+----0 SIGFURL=http://www.nlpado.de/~sebastian/software/sigf SIGFDIR=sigf # --+----1----+----2----+----3----+----4----+----5----+----6----+----7----+----8----+----9----+----0 DATADIR=dealsnippets # --+----1----+----2----+----3----+----4----+----5----+----6----+----7----+----8----+----9----+----0 TARGETS = \ Figure1.eps \ Table2.txt \ Figure3.eps \ Figure4.eps \ Miscellanea.txt INCIDENTALS = \ \ dev.msf \ dev.all \ dev.arff \ dev.all.dur1.arff \ dev.all.msf.arff \ dev.all.dur1+msf.arff \ dev.sub.dur2.arff \ dev.sub.dur1.arff \ dev.sub.dur1+dur2.arff \ dev.sub.msf.arff \ dev.sub.dur2+msf.arff \ dev.sub.dur1+msf.arff \ dev.sub.dur1+dur2+msf.arff \ \ eval.msf \ eval.all \ eval.arff \ eval.all.dur1.arff \ eval.all.msf.arff \ eval.all.dur1+msf.arff \ eval.sub.dur2.arff \ eval.sub.dur1.arff \ eval.sub.dur1+dur2.arff \ eval.sub.msf.arff \ eval.sub.dur2+msf.arff \ eval.sub.dur1+msf.arff \ eval.sub.dur1+dur2+msf.arff \ \ all.dur1.score \ all.msf.score \ all.dur1+msf.score \ sub.dur2.score \ sub.dur1.score \ sub.dur1+dur2.score \ sub.msf.score \ sub.dur2+msf.score \ sub.dur1+msf.score \ sub.dur1+dur2+msf.score \ \ eval.all.ref.enum \ eval.all.dur1.enum \ eval.all.msf.enum \ eval.all.dur1+msf.enum \ eval.all.ref-dur1-msf.enum \ eval.all.ref-dur1-dur1+msf.enum \ eval.all.ref-msf-dur1+msf.enum \ eval.all.dur1.pred \ eval.all.msf.pred \ eval.all.dur1+msf.pred \ \ parseWeka2.perl \ parseWeka4.perl \ parseWekaM.perl \ prepareSigf.perl \ \ Figure1.m \ Figure3.m \ Figure4.m \ Figure4_helper.sh \ Table2_helper.sh \ Miscellanea_helper.sh # --+----1----+----2----+----3----+----4----+----5----+----6----+----7----+----8----+----9----+----0 all : ${TARGETS} # ==+====1====+====2====+====3====+====4====+====5====+====6====+====7====+====8====+====9====+====0 # # OBTAIN AND BUILD THE MSF SOURCE # ${MSFDIR}.tar.gz : wget ${MSFURL}/$@ ${MSFDIR}.tar : ${MSFDIR}.tar.gz gunzip $^ ${MSFDIR} : | ${MSFDIR}.tar tar xvf $| ${MSFDIR}/${MSFBIN} : ${MSFDIR} ${LIBSNDFILEDIR}/src/.libs/${LIBSNDFILELIB} ( \ cp ${LIBSNDFILEDIR}/src/.libs/${LIBSNDFILELIB} ${MSFDIR}; \ cp ${LIBSNDFILEDIR}/src/${LIBSNDFILEINCLUDE} ${MSFDIR}; \ cd ${MSFDIR}; \ make clean; \ make ${MSFBIN}; \ cd .. \ ) # ==+====1====+====2====+====3====+====4====+====5====+====6====+====7====+====8====+====9====+====0 # # OBTAIN AND BUILD THE LIBSNDFILE SOURCE # ${LIBSNDFILEDIR}.tar.gz : wget ${LIBSNDFILEURL}/$@ ${LIBSNDFILEDIR}.tar : ${LIBSNDFILEDIR}.tar.gz gunzip $^ ${LIBSNDFILEDIR} : | ${LIBSNDFILEDIR}.tar tar xvf $| ${LIBSNDFILEDIR}/src/.libs/${LIBSNDFILELIB} : ${LIBSNDFILEDIR} (cd $^; ./configure; make; cd ..) # ==+====1====+====2====+====3====+====4====+====5====+====6====+====7====+====8====+====9====+====0 # # OBTAIN THE WEKA SOURCE # ${WEKADIR}.zip : wget ${WEKAURL}/$@/download ${WEKADIR} : | ${WEKADIR}.zip unzip $| # ==+====1====+====2====+====3====+====4====+====5====+====6====+====7====+====8====+====9====+====0 # # OBTAIN THE SIGF SOURCE # ${SIGFDIR}-v2.tgz : wget ${SIGFURL}/$@ ${SIGFDIR}-v2.tar : ${SIGFDIR}-v2.tgz gunzip $^ ${SIGFDIR} : | ${SIGFDIR}-v2.tar tar xvf $| (cd ${SIGFDIR}; make; cd ..) # ==+====1====+====2====+====3====+====4====+====5====+====6====+====7====+====8====+====9====+====0 # # OBTAIN THE DEAL DATA # ${DATADIR}.tar.gz : @echo "" @echo "--------------------------------------------------------------------------------" @echo "" @echo "You must obtain $@ from Anna Hjalmarsson (annah@speech.kth.se)." @echo "" @echo "--------------------------------------------------------------------------------" @echo "" ${DATADIR}.tar : ${DATADIR}.tar.gz gunzip -c $^ > $@ ${DATADIR} : | ${DATADIR}.tar tar xvf $| # ==+====1====+====2====+====3====+====4====+====5====+====6====+====7====+====8====+====9====+====0 # # PARSE WEKA OUTPUT # parseWeka2.perl : rm -f $@ echo "while ( <> )" >> $@ echo "{" >> $@ echo " if ( /^=== Error on training data ===\s*$$/ )" >> $@ echo " {" >> $@ echo -n " $$" >> $@ echo "flag = 1;" >> $@ echo " }" >> $@ echo " elsif ( /^=== Error on test data ===\s*$$/ )" >> $@ echo " {" >> $@ echo -n " $$" >> $@ echo "flag = 3;" >> $@ echo " }" >> $@ echo " elsif ( /^Correctly Classified Instances\s+\d+\s+([0-9.]+)\s+\%\s*$$/ )" >> $@ echo " {" >> $@ echo -n " $$" >> $@ echo -n "err = $$" >> $@ echo "1;" >> $@ echo -n " if ( $$" >> $@ echo "flag == 1 )" >> $@ echo " {" >> $@ echo -n " $$" >> $@ echo -n "devACC = $$" >> $@ echo "err;" >> $@ echo " }" >> $@ echo -n " elsif ( $$" >> $@ echo "flag == 3 )" >> $@ echo " {" >> $@ echo -n " $$" >> $@ echo -n "evalACC = $$" >> $@ echo "err;" >> $@ echo " }" >> $@ echo " else" >> $@ echo " {" >> $@ echo " die;" >> $@ echo " }" >> $@ echo " }" >> $@ echo " elsif ( /^=== Detailed Accuracy By Class ===\s*$$/ )" >> $@ echo " {" >> $@ echo -n " $$" >> $@ echo "flag += 1;" >> $@ echo " }" >> $@ echo " elsif ( /^Weighted Avg.\s+[0-9.]+\s+[0-9.]+\s+[0-9.]+\s+[0-9.]+\s+[0-9.]+\s+([0-9.]+)\s*$$/ )" >> $@ echo " {" >> $@ echo -n " $$" >> $@ echo -n "auc = $$" >> $@ echo "1;" >> $@ echo -n " if ( $$" >> $@ echo "flag == 2 )" >> $@ echo " {" >> $@ echo -n " $$" >> $@ echo -n "devAUC = $$" >> $@ echo "auc;" >> $@ echo " }" >> $@ echo -n " elsif ( $$" >> $@ echo "flag == 4 )" >> $@ echo " {" >> $@ echo -n " $$" >> $@ echo -n "evalAUC = $$" >> $@ echo "auc;" >> $@ echo " }" >> $@ echo " else" >> $@ echo " {" >> $@ echo " die;" >> $@ echo " }" >> $@ echo " }" >> $@ echo "}" >> $@ echo "" >> $@ echo -n "printf \"DEV ACC: %4.1f DEV AUC: %4.1f EVALACC: %4.1f EVALAUC: %4.1f\n\", $$" >> $@ echo -n "devACC, 100*$$" >> $@ echo -n "devAUC, $$" >> $@ echo -n "evalACC, 100*$$" >> $@ echo "evalAUC;" >> $@ echo "exit;" >> $@ # --+----1----+----2----+----3----+----4----+----5----+----6----+----7----+----8----+----9----+----0 parseWeka4.perl : rm -f $@ echo "while ( <> )" >> $@ echo "{" >> $@ echo " if ( /^=== Stratified cross-validation ===\s*$$/ )" >> $@ echo " {" >> $@ echo -n " $$" >> $@ echo "flag = 1;" >> $@ echo " }" >> $@ echo " elsif ( /^=== Detailed Accuracy By Class ===\s*$$/ )" >> $@ echo " {" >> $@ echo -n " if ( $$" >> $@ echo "flag == 1 )" >> $@ echo " {" >> $@ echo -n " $$" >> $@ echo "flag = 2;" >> $@ echo " }" >> $@ echo " }" >> $@ echo " elsif ( /^Weighted Avg.\s+[0-9.]+\s+[0-9.]+\s+[0-9.]+\s+[0-9.]+\s+[0-9.]+\s+([0-9.]+)\s*$$/ )" >> $@ echo " {" >> $@ echo -n " if ( $$" >> $@ echo "flag == 2 )" >> $@ echo " {" >> $@ echo -n " print $$" >> $@ echo "1;" >> $@ echo " }" >> $@ echo " }" >> $@ echo "}" >> $@ echo "exit;" >> $@ # --+----1----+----2----+----3----+----4----+----5----+----6----+----7----+----8----+----9----+----0 parseWekaM.perl : rm -f $@ echo "while ( <> )" >> $@ echo "{" >> $@ echo " if ( /^\s*inst#/ )" >> $@ echo " {" >> $@ echo -n " $$" >> $@ echo "flag = 1;" >> $@ echo " }" >> $@ echo " elsif ( /^\s*(\d+)\s*\d:(\d)\s*\d:(\d)\s*/ )" >> $@ echo " {" >> $@ echo -n " my($$" >> $@ echo -n "id) = $$" >> $@ echo "1;" >> $@ echo -n " my($$" >> $@ echo -n "ref) = $$" >> $@ echo "2;" >> $@ echo -n " my($$" >> $@ echo -n "hyp) = $$" >> $@ echo "3;" >> $@ echo -n " if ( $$" >> $@ echo "flag == 1 )" >> $@ echo " {" >> $@ echo -n " printf \"%s %s %s\n\", $$" >> $@ echo -n "id, $$" >> $@ echo -n "ref, $$" >> $@ echo "hyp;" >> $@ echo " }" >> $@ echo " }" >> $@ echo -n " elsif ( ( /^\s*$$" >> $@ echo -n "/ ) && ( $$" >> $@ echo "flag == 1 ) )" >> $@ echo " {" >> $@ echo -n " $$" >> $@ echo "flag = 0;" >> $@ echo " }" >> $@ echo "}" >> $@ echo "exit;" >> $@ # ==+====1====+====2====+====3====+====4====+====5====+====6====+====7====+====8====+====9====+====0 # # PREPARE SIGF INPUT # prepareSigf.perl : rm -f $@ echo -n "die if $$" >> $@ echo "#ARGV != 2;" >> $@ echo -n "$$" >> $@ echo -n "key = $$" >> $@ echo "ARGV[0];" >> $@ echo -n "$$" >> $@ echo -n "out1FileName = $$" >> $@ echo "ARGV[1];" >> $@ echo -n "$$" >> $@ echo -n "out2FileName = $$" >> $@ echo "ARGV[2];" >> $@ echo -n "open FH1, \">>$$" >> $@ echo -n "out1FileName\" or die \"open >>$$" >> $@ echo -n "out1FileName: $$" >> $@ echo "!\n\";" >> $@ echo -n "open FH2, \">>$$" >> $@ echo -n "out2FileName\" or die \"open >>$$" >> $@ echo -n "out2FileName: $$" >> $@ echo "!\n\";" >> $@ echo "while ( )" >> $@ echo "{" >> $@ echo " if ( /(\d+)\s+(\d)\s+(\d)\s+(\d)\s*$$/ )" >> $@ echo " {" >> $@ echo -n " my($$" >> $@ echo -n "id) = $$" >> $@ echo "1;" >> $@ echo -n " my($$" >> $@ echo -n "ref) = $$" >> $@ echo "2;" >> $@ echo -n " my($$" >> $@ echo -n "hyp1) = $$" >> $@ echo "3;" >> $@ echo -n " my($$" >> $@ echo -n "hyp2) = $$" >> $@ echo "4;" >> $@ echo -n " my($$" >> $@ echo "model1_11) = 0;" >> $@ echo -n " my($$" >> $@ echo "model1_10) = 0;" >> $@ echo -n " my($$" >> $@ echo "model1_01) = 0;" >> $@ echo -n " my($$" >> $@ echo "model2_11) = 0;" >> $@ echo -n " my($$" >> $@ echo "model2_10) = 0;" >> $@ echo -n " my($$" >> $@ echo "model2_01) = 0;" >> $@ echo -n " if ( $$" >> $@ echo -n "ref eq $$" >> $@ echo "key )" >> $@ echo " {" >> $@ echo -n " if ( $$" >> $@ echo -n "hyp1 eq $$" >> $@ echo "key )" >> $@ echo " {" >> $@ echo -n " $$" >> $@ echo "model1_11 ++;" >> $@ echo " }" >> $@ echo " else" >> $@ echo " {" >> $@ echo -n " $$" >> $@ echo "model1_10 ++;" >> $@ echo " }" >> $@ echo -n " if ( $$" >> $@ echo -n "hyp2 eq $$" >> $@ echo "key )" >> $@ echo " {" >> $@ echo -n " $$" >> $@ echo "model2_11 ++;" >> $@ echo " }" >> $@ echo " else" >> $@ echo " {" >> $@ echo -n " $$" >> $@ echo "model2_10 ++;" >> $@ echo " }" >> $@ echo " }" >> $@ echo " else" >> $@ echo " {" >> $@ echo -n " if ( $$" >> $@ echo -n "hyp1 eq $$" >> $@ echo "key )" >> $@ echo " {" >> $@ echo -n " $$" >> $@ echo "model1_01 ++;" >> $@ echo " }" >> $@ echo -n " if ( $$" >> $@ echo -n "hyp2 eq $$" >> $@ echo "key )" >> $@ echo " {" >> $@ echo " $$" >> $@ echo "model2_01 ++;" >> $@ echo " }" >> $@ echo " }" >> $@ echo -n " printf FH1 \"%d %d %d\n\", $$" >> $@ echo -n "model1_11, ($$" >> $@ echo -n "model1_11 + $$" >> $@ echo -n "model1_01), ($$" >> $@ echo -n "model1_11 + $$" >> $@ echo "model1_10);" >> $@ echo -n " printf FH2 \"%d %d %d\n\", $$" >> $@ echo -n "model2_11, ($$" >> $@ echo -n "model2_11 + $$" >> $@ echo -n "model2_01), ($$" >> $@ echo -n "model2_11 + $$" >> $@ echo "model2_10);" >> $@ echo " }" >> $@ echo " else" >> $@ echo " {" >> $@ echo " die;" >> $@ echo " }" >> $@ echo "}" >> $@ echo "close(FH1);" >> $@ echo "close(FH2);" >> $@ echo "exit;" >> $@ # ==+====1====+====2====+====3====+====4====+====5====+====6====+====7====+====8====+====9====+====0 # # Figure 1 ON PAGE 2 (2066 as published by ISCA) # Figure1.eps : Figure1.m matlab -nodisplay < $^ > /dev/null # --+----1----+----2----+----3----+----4----+----5----+----6----+----7----+----8----+----9----+----0 Figure1.m : ${DATADIR} rm -f $@ echo "raw0 = [" >> $@ grep er0 $^/syldur/dev.txt | cut -d' ' -f2 >> $@ echo "];" >> $@ echo "" >> $@ echo "raw1 = [" >> $@ grep er1 $^/syldur/dev.txt | cut -d' ' -f2 >> $@ echo "];" >> $@ echo "" >> $@ echo "a0 = log(raw0);" >> $@ echo "a1 = log(raw1);" >> $@ echo "" >> $@ echo "a = [a0;a1];" >> $@ echo "[dummy,x] = hist(a,20);" >> $@ echo "h0 = hist(a0,x);" >> $@ echo "h1 = hist(a1,x);" >> $@ echo "clf; hold on;" >> $@ echo "plot(x,h1,'ko-','MarkerFaceColor','k');" >> $@ echo "plot(x,h0,'ko-','MarkerFaceColor','w');" >> $@ echo "box on" >> $@ echo "grid on" >> $@ echo "legend({'SC','\neg SC'},2)" >> $@ echo "print -depsc2 Figure1.eps" >> $@ echo "exit" >> $@ # ==+====1====+====2====+====3====+====4====+====5====+====6====+====7====+====8====+====9====+====0 # # Figure 3 ON PAGE 3 (2067 as published by ISCA) # Figure3.eps : Figure3.m matlab -nodisplay < $^ > /dev/null # --+----1----+----2----+----3----+----4----+----5----+----6----+----7----+----8----+----9----+----0 Figure3.m : ${MSFDIR}/${MSFBIN} ${DATADIR} echo "a0 = [" >> $@ rm -f Figure3_helper.sh echo "for FILENAME in ${DATADIR}/audio/dev/*er0*.wav;" >> Figure3_helper.sh echo "do" >> Figure3_helper.sh echo -n " ${MSFDIR}/${MSFBIN} ${MSFOPTS} $$" >> Figure3_helper.sh echo -n "{FILENAME}" >> Figure3_helper.sh echo -n " | grep -v \"nan\"" >> Figure3_helper.sh echo -n " | sed \"s/^ +//g\"" >> Figure3_helper.sh echo -n " | cut -d' ' -f3" >> Figure3_helper.sh echo " | tail -1" >> Figure3_helper.sh echo "done" >> Figure3_helper.sh echo "exit" >> Figure3_helper.sh bash Figure3_helper.sh >> $@ rm -f Figure3_helper.sh echo "];" >> $@ echo "" >> $@ echo "a1 = [" >> $@ rm -f Figure3_helper.sh echo "for FILENAME in ${DATADIR}/audio/dev/*er1*.wav;" >> Figure3_helper.sh echo "do" >> Figure3_helper.sh echo -n " ${MSFDIR}/${MSFBIN} ${MSFOPTS} $$" >> Figure3_helper.sh echo -n "{FILENAME}" >> Figure3_helper.sh echo -n " | grep -v \"nan\"" >> Figure3_helper.sh echo -n " | sed \"s/^ +//g\"" >> Figure3_helper.sh echo -n " | cut -d' ' -f3" >> Figure3_helper.sh echo " | tail -1" >> Figure3_helper.sh echo "done" >> Figure3_helper.sh echo "exit" >> Figure3_helper.sh bash Figure3_helper.sh >> $@ rm -f Figure3_helper.sh echo "];" >> $@ echo "" >> $@ echo "a = [a0;a1];" >> $@ echo "[dummy,x] = hist(a,20);" >> $@ echo "h0 = hist(a0,x);" >> $@ echo "h1 = hist(a1,x);" >> $@ echo "clf; hold on;" >> $@ echo "plot(x,h1,'ko-','MarkerFaceColor','k');" >> $@ echo "plot(x,h0,'ko-','MarkerFaceColor','w');" >> $@ echo "box on" >> $@ echo "grid on" >> $@ echo "legend({'SC','\neg SC'},2)" >> $@ echo "print -depsc2 Figure3.eps" >> $@ echo "exit" >> $@ # ==+====1====+====2====+====3====+====4====+====5====+====6====+====7====+====8====+====9====+====0 # # Figure 4 ON PAGE 3 (2067 as published by ISCA) # Figure4.eps : Figure4.m matlab -nodisplay < $^ > /dev/null Figure4.m : Figure4_helper.sh ${MSFDIR}/${MSFBIN} ${DATADIR} ${WEKADIR} parseWeka4.perl @echo "a = [];" >> $@ bash Figure4_helper.sh 0.011 0.009 0.014 32ms >> $@ @echo "a1 = a;" >> $@ @echo "a = [];" >> $@ bash Figure4_helper.sh 0.022 0.018 0.028 64ms >> $@ @echo "a2 = a;" >> $@ @echo "a = [];" >> $@ bash Figure4_helper.sh 0.044 0.036 0.056 128ms >> $@ @echo "a3 = a;" >> $@ @echo "" >> $@ @echo "clf; hold on;" >> $@ @echo "plot(a1(:,2),a1(:,3),'kv-','MarkerFaceColor','w');" >> $@ @echo "plot(a2(:,2),a2(:,3),'k^-','MarkerFaceColor','w');" >> $@ @echo "plot(a3(:,2),a3(:,3),'ks-','MarkerFaceColor','w');" >> $@ @echo "set(gca,'XTick',[0.0 0.2 0.4 0.6 0.8 1.0]);" >> $@ @echo "set(gca,'XTickLabel',{'1.0','0.8','0.6','0.4','0.2','0.0'});" >> $@ @echo "box on" >> $@ @echo "grid on" >> $@ @echo "legend({'8ms/32ms','8ms/64ms','8ms/128ms'},2);" >> $@ @echo "print -depsc2 Figure4.eps" >> $@ @echo "exit" >> $@ Figure4_helper.sh : @echo "" @echo -n "TINT=$$" >> $@ @echo "1" >> $@ @echo -n "TEXT=$$" >> $@ @echo "2" >> $@ @echo -n "TSEP=$$" >> $@ @echo "3" >> $@ @echo -n "TSIZ=$$" >> $@ @echo "4" >> $@ @echo "" >> $@ @echo "CLASSPATH=\"${WEKADIR}/weka.jar\"" >> $@ @echo "export CLASSPATH" >> $@ @echo "" >> $@ @echo "for TMEAN in 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8;" >> $@ @echo "do" >> $@ @echo -n " ARFFFILENAME=\"feats_$$" >> $@ @echo -n "{TMEAN}_$$" >> $@ @echo "{TSIZ}.arff\"" >> $@ @echo -n " rm -f $$" >> $@ @echo "{ARFFFILENAME}" >> $@ @echo "" >> $@ @echo -n " echo \"@relation dummy\" >> $$" >> $@ @echo "{ARFFFILENAME}" >> $@ @echo -n " echo \"@ATTRIBUTE msf NUMERIC\" >> $$" >> $@ @echo "{ARFFFILENAME}" >> $@ @echo -n " echo \"@ATTRIBUTE class {0,1}\" >> $$" >> $@ @echo "{ARFFFILENAME}" >> $@ @echo -n " echo \"@data\" >> $$" >> $@ @echo "{ARFFFILENAME}" >> $@ @echo "" >> $@ @echo -n " VAROPTS=\"-tint $$" >> $@ @echo -n "{TINT} -text $$" >> $@ @echo -n "{TEXT} -tsep $$" >> $@ @echo "{TSEP}\"" >> $@ @echo -n " MSFOPTS=\"$$" >> $@ @echo -n "{VAROPTS} -tfra ${TFRA} -winShape ${WINSHAPE} -ljustifiedmean $$" >> $@ @echo "{TMEAN}\"" >> $@ @echo " for CLASS in 0 1; do" >> $@ @echo -n " for WAVFILENAME in ${DATADIR}/audio/dev/*er$$" >> $@ @echo "{CLASS}*.wav;" >> $@ @echo " do" >> $@ @echo -n " OUTPUT=\`${MSFDIR}/msf $$" >> $@ @echo -n "{MSFOPTS} $$" >> $@ @echo "{WAVFILENAME} -stdout \\" >> $@ @echo " | grep -v \"nan\" \\" >> $@ @echo " | sed \"s/^ +//g\" \\" >> $@ @echo " | cut -d' ' -f2,3 \\" >> $@ @echo " | tail -1\`" >> $@ @echo -n " TAU=\`echo $$" >> $@ @echo "{OUTPUT} | cut -d' ' -f1\`" >> $@ @echo -n " MSF=\`echo $$" >> $@ @echo "{OUTPUT} | cut -d' ' -f2\`" >> $@ @echo -n " echo \"$$" >> $@ @echo -n "{MSF},$$" >> $@ @echo -n "{CLASS}\" >> $$" >> $@ @echo "{ARFFFILENAME}" >> $@ @echo " done" >> $@ @echo " done" >> $@ @echo "" >> $@ @echo -n " AUC=\`java -Xmx1024m weka.classifiers.functions.Logistic -t \"$$" >> $@ @echo "{ARFFFILENAME}\" -i -k | perl parseWeka4.perl\`" >> $@ @echo -n " rm -f $$" >> $@ @echo "{ARFFFILENAME}" >> $@ @echo "" >> $@ @echo -n " echo \"a = [a; $$" >> $@ @echo -n "{TMEAN} $$" >> $@ @echo -n "{TAU} $$" >> $@ @echo "{AUC}];\"" >> $@ @echo "done" >> $@ @echo "" >> $@ @echo "exit" >> $@ # ==+====1====+====2====+====3====+====4====+====5====+====6====+====7====+====8====+====9====+====0 # # Table 2 ON PAGE 3 (2067 as published by ISCA) # dev.all : ${DATADIR} dev.msf @rm -f $@ temp.1 temp.2 sort -k 1b,1 ${DATADIR}/syldur/dev.txt > temp.1 sort -k 1b,1 dev.msf > temp.2 join -j 1 temp.1 temp.2 > $@ @rm -f temp.1 temp.2 eval.all : ${DATADIR} eval.msf @rm -f $@ temp.1 temp.2 sort -k 1b,1 ${DATADIR}/syldur/eval.txt > temp.1 sort -k 1b,1 eval.msf > temp.2 join -j 1 temp.1 temp.2 > $@ @rm -f temp.1 temp.2 %.all.dur1.arff : %.all rm -f $@ echo "@relation dummy" >> $@ echo "@ATTRIBUTE dur1 NUMERIC" >> $@ echo "@ATTRIBUTE class {0,1}" >> $@ echo "@data" >> $@ cat $^ | cut -d' ' -f2,5 >> $@ %.all.msf.arff : %.all rm -f $@ echo "@relation dummy" >> $@ echo "@ATTRIBUTE msf NUMERIC" >> $@ echo "@ATTRIBUTE class {0,1}" >> $@ echo "@data" >> $@ cat $^ | cut -d' ' -f4,5 >> $@ %.all.dur1+msf.arff : %.all rm -f $@ echo "@relation dummy" >> $@ echo "@ATTRIBUTE dur1 NUMERIC" >> $@ echo "@ATTRIBUTE msf NUMERIC" >> $@ echo "@ATTRIBUTE class {0,1}" >> $@ echo "@data" >> $@ cat $^ | cut -d' ' -f2,4,5 >> $@ %.sub.dur2.arff : %.all rm -f $@ echo "@relation dummy" >> $@ echo "@ATTRIBUTE dur2 NUMERIC" >> $@ echo "@ATTRIBUTE class {0,1}" >> $@ echo "@data" >> $@ cat $^ | grep -v "XXX" | cut -d' ' -f3,5 >> $@ %.sub.dur1.arff : %.all rm -f $@ echo "@relation dummy" >> $@ echo "@ATTRIBUTE dur1 NUMERIC" >> $@ echo "@ATTRIBUTE class {0,1}" >> $@ echo "@data" >> $@ cat $^ | grep -v "XXX" | cut -d' ' -f2,5 >> $@ %.sub.dur1+dur2.arff : %.all rm -f $@ echo "@relation dummy" >> $@ echo "@ATTRIBUTE dur1 NUMERIC" >> $@ echo "@ATTRIBUTE dur2 NUMERIC" >> $@ echo "@ATTRIBUTE class {0,1}" >> $@ echo "@data" >> $@ cat $^ | grep -v "XXX" | cut -d' ' -f2,3,5 >> $@ %.sub.msf.arff : %.all rm -f $@ echo "@relation dummy" >> $@ echo "@ATTRIBUTE msf NUMERIC" >> $@ echo "@ATTRIBUTE class {0,1}" >> $@ echo "@data" >> $@ cat $^ | grep -v "XXX" | cut -d' ' -f4,5 >> $@ %.sub.dur2+msf.arff : %.all rm -f $@ echo "@relation dummy" >> $@ echo "@ATTRIBUTE dur2 NUMERIC" >> $@ echo "@ATTRIBUTE msf NUMERIC" >> $@ echo "@ATTRIBUTE class {0,1}" >> $@ echo "@data" >> $@ cat $^ | grep -v "XXX" | cut -d' ' -f3,4,5 >> $@ %.sub.dur1+msf.arff : %.all rm -f $@ echo "@relation dummy" >> $@ echo "@ATTRIBUTE dur1 NUMERIC" >> $@ echo "@ATTRIBUTE msf NUMERIC" >> $@ echo "@ATTRIBUTE class {0,1}" >> $@ echo "@data" >> $@ cat $^ | grep -v "XXX" | cut -d' ' -f2,4,5 >> $@ %.sub.dur1+dur2+msf.arff : %.all rm -f $@ echo "@relation dummy" >> $@ echo "@ATTRIBUTE dur1 NUMERIC" >> $@ echo "@ATTRIBUTE dur2 NUMERIC" >> $@ echo "@ATTRIBUTE msf NUMERIC" >> $@ echo "@ATTRIBUTE class {0,1}" >> $@ echo "@data" >> $@ cat $^ | grep -v "XXX" | cut -d' ' -f2,3,4,5 >> $@ dev.msf eval.msf : Table2_helper.sh ${MSFDIR}/${MSFBIN} bash Table2_helper.sh all.dur1.score : dev.all.dur1.arff eval.all.dur1.arff ${WEKADIR} parseWeka2.perl java -Xmx1024m -cp ${WEKADIR}/weka.jar weka.classifiers.functions.Logistic \ -t "dev.all.dur1.arff" -T "eval.all.dur1.arff" -i -k | perl parseWeka2.perl >> $@ all.msf.score : dev.all.msf.arff eval.all.msf.arff ${WEKADIR} parseWeka2.perl java -Xmx1024m -cp ${WEKADIR}/weka.jar weka.classifiers.functions.Logistic \ -t "dev.all.msf.arff" -T "eval.all.msf.arff" -i -k | perl parseWeka2.perl >> $@ all.dur1+msf.score : dev.all.dur1+msf.arff eval.all.dur1+msf.arff ${WEKADIR} parseWeka2.perl java -Xmx1024m -cp ${WEKADIR}/weka.jar weka.classifiers.functions.Logistic \ -t "dev.all.dur1+msf.arff" -T "eval.all.dur1+msf.arff" -i -k | perl parseWeka2.perl >> $@ sub.dur2.score : dev.sub.dur2.arff eval.sub.dur2.arff ${WEKADIR} parseWeka2.perl java -Xmx1024m -cp ${WEKADIR}/weka.jar weka.classifiers.functions.Logistic \ -t "dev.sub.dur2.arff" -T "eval.sub.dur2.arff" -i -k | perl parseWeka2.perl >> $@ sub.dur1.score : dev.sub.dur1.arff eval.sub.dur1.arff ${WEKADIR} parseWeka2.perl java -Xmx1024m -cp ${WEKADIR}/weka.jar weka.classifiers.functions.Logistic \ -t "dev.sub.dur1.arff" -T "eval.sub.dur1.arff" -i -k | perl parseWeka2.perl >> $@ sub.dur1+dur2.score : dev.sub.dur1+dur2.arff eval.sub.dur1+dur2.arff ${WEKADIR} parseWeka2.perl java -Xmx1024m -cp ${WEKADIR}/weka.jar weka.classifiers.functions.Logistic \ -t "dev.sub.dur1+dur2.arff" -T "eval.sub.dur1+dur2.arff" -i -k | perl parseWeka2.perl >> $@ sub.msf.score : dev.sub.msf.arff eval.sub.msf.arff ${WEKADIR} parseWeka2.perl java -Xmx1024m -cp ${WEKADIR}/weka.jar weka.classifiers.functions.Logistic \ -t "dev.sub.msf.arff" -T "eval.sub.msf.arff" -i -k | perl parseWeka2.perl >> $@ sub.dur2+msf.score : dev.sub.dur2+msf.arff eval.sub.dur2+msf.arff ${WEKADIR} parseWeka2.perl java -Xmx1024m -cp ${WEKADIR}/weka.jar weka.classifiers.functions.Logistic \ -t "dev.sub.dur2+msf.arff" -T "eval.sub.dur2+msf.arff" -i -k | perl parseWeka2.perl >> $@ sub.dur1+msf.score : dev.sub.dur1+msf.arff eval.sub.dur1+msf.arff ${WEKADIR} parseWeka2.perl java -Xmx1024m -cp ${WEKADIR}/weka.jar weka.classifiers.functions.Logistic \ -t "dev.sub.dur1+msf.arff" -T "eval.sub.dur1+msf.arff" -i -k | perl parseWeka2.perl >> $@ sub.dur1+dur2+msf.score : dev.sub.dur1+dur2+msf.arff eval.sub.dur1+dur2+msf.arff ${WEKADIR} parseWeka2.perl java -Xmx1024m -cp ${WEKADIR}/weka.jar weka.classifiers.functions.Logistic \ -t "dev.sub.dur1+dur2+msf.arff" -T "eval.sub.dur1+dur2+msf.arff" -i -k | perl parseWeka2.perl >> $@ Table2.txt : all.dur1.score all.msf.score all.dur1+msf.score sub.dur2.score sub.dur1.score sub.dur1+dur2.score sub.msf.score sub.dur2+msf.score sub.dur1+msf.score sub.dur1+dur2+msf.score echo -n "all DUR1 " >> $@ cat all.dur1.score >> $@ echo -n "all MSF " >> $@ cat all.msf.score >> $@ echo -n "all MSF+DUR1 " >> $@ cat all.dur1+msf.score >> $@ echo -n "sub DUR2 " >> $@ cat sub.dur2.score >> $@ echo -n "sub DUR1 " >> $@ cat sub.dur1.score >> $@ echo -n "sub DUR1+DUR2 " >> $@ cat sub.dur1+dur2.score >> $@ echo -n "sub MSF " >> $@ cat sub.msf.score >> $@ echo -n "sub MSF+DUR2 " >> $@ cat sub.dur2+msf.score >> $@ echo -n "sub MSF+DUR1 " >> $@ cat sub.dur1+msf.score >> $@ echo -n "sub MSF+DUR1+DUR2 " >> $@ cat sub.dur1+dur2+msf.score >> $@ Table2_helper.sh : echo "MYDIR=\`pwd\`" >> $@ echo "" >> $@ echo "MSFOPTS=\"-tint 0.022 -text 0.018 -tsep 0.028 -tfra 0.008 -winShape hann_hann -centeredmean 0.4\"" >> $@ echo "for DATASET in \"dev\" \"eval\";" >> $@ echo "do" >> $@ echo -n " cd $$" >> $@ echo "{MYDIR}" >> $@ echo -n " cd ${DATADIR}/audio/$$" >> $@ echo "{DATASET}" >> $@ echo "" >> $@ echo -n " MSFFILENAME=\"$$" >> $@ echo -n "{MYDIR}/$$" >> $@ echo "{DATASET}.msf\"" >> $@ echo -n " rm -f $$" >> $@ echo "{MSFFILENAME}" >> $@ echo "" >> $@ echo " for CLASS in 0 1;" >> $@ echo " do" >> $@ echo -n " for WAVFILENAME in *er$$" >> $@ echo "{CLASS}*.wav;" >> $@ echo " do" >> $@ echo -n " ID=\`echo $$" >> $@ echo "{WAVFILENAME} | sed \"s/\.wav//\"\`" >> $@ echo -n " OUTPUT=\`$$" >> $@ echo -n "{MYDIR}/${MSFDIR}/${MSFBIN} $$" >> $@ echo -n "{MSFOPTS} $$" >> $@ echo "{WAVFILENAME} -stdout \\" >> $@ echo " | grep -v \"nan\" \\" >> $@ echo " | sed \"s/^ +//g\" \\" >> $@ echo " | cut -d' ' -f2,3 \\" >> $@ echo " | tail -1\`" >> $@ echo -n " TAU=\`echo $$" >> $@ echo "{OUTPUT} | cut -d' ' -f1\`" >> $@ echo -n " MSF=\`echo $$" >> $@ echo "{OUTPUT} | cut -d' ' -f2\`" >> $@ echo "" >> $@ echo -n " echo \"$$" >> $@ echo -n "{ID} $$" >> $@ echo -n "{MSF} $$" >> $@ echo -n "{CLASS}\" >> $$" >> $@ echo "{MSFFILENAME}" >> $@ echo " done" >> $@ echo " done" >> $@ echo "done" >> $@ echo "" >> $@ echo -n "cd $$" >> $@ echo "{MYDIR}" >> $@ echo "" >> $@ echo "exit" >> $@ # ==+====1====+====2====+====3====+====4====+====5====+====6====+====7====+====8====+====9====+====0 # # Miscellanea # eval.all.dur1.pred : dev.all.dur1.arff eval.all.dur1.arff ${WEKADIR} parseWekaM.perl java -Xmx1024m -cp ${WEKADIR}/weka.jar weka.classifiers.functions.Logistic \ -t "dev.all.dur1.arff" -T "eval.all.dur1.arff" -i -k -p first-last \ | perl parseWekaM.perl > $@ eval.all.msf.pred : dev.all.msf.arff eval.all.msf.arff ${WEKADIR} parseWekaM.perl java -Xmx1024m -cp ${WEKADIR}/weka.jar weka.classifiers.functions.Logistic \ -t "dev.all.msf.arff" -T "eval.all.msf.arff" -i -k -p first-last \ | perl parseWekaM.perl > $@ eval.all.dur1+msf.pred : dev.all.dur1+msf.arff eval.all.dur1+msf.arff ${WEKADIR} parseWekaM.perl java -Xmx1024m -cp ${WEKADIR}/weka.jar weka.classifiers.functions.Logistic \ -t "dev.all.dur1+msf.arff" -T "eval.all.dur1+msf.arff" -i -k -p first-last \ | perl parseWekaM.perl > $@ eval.all.ref.enum : eval.all.dur1.pred cat $^ | cut -d' ' -f1,2 > $@ eval.all.dur1.enum : eval.all.dur1.pred cat $^ | cut -d' ' -f1,3 > $@ eval.all.msf.enum : eval.all.msf.pred cat $^ | cut -d' ' -f1,3 > $@ eval.all.dur1+msf.enum : eval.all.dur1+msf.pred cat $^ | cut -d' ' -f1,3 > $@ eval.all.ref-dur1-msf.enum : eval.all.ref.enum eval.all.dur1.enum eval.all.msf.enum join -j 1 eval.all.dur1.enum eval.all.msf.enum > eval.all.dur1-msf.enum join -j 1 eval.all.ref.enum eval.all.dur1-msf.enum > $@ rm -f eval.all.dur1-msf.enum eval.all.ref-dur1-dur1+msf.enum : eval.all.ref.enum eval.all.dur1.enum eval.all.dur1+msf.enum join -j 1 eval.all.dur1.enum eval.all.dur1+msf.enum > eval.all.dur1-dur1+msf.enum join -j 1 eval.all.ref.enum eval.all.dur1-dur1+msf.enum > $@ rm -f eval.all.dur1-dur1+msf.enum eval.all.ref-msf-dur1+msf.enum : eval.all.ref.enum eval.all.msf.enum eval.all.dur1+msf.enum join -j 1 eval.all.msf.enum eval.all.dur1+msf.enum > eval.all.msf-dur1+msf.enum join -j 1 eval.all.ref.enum eval.all.msf-dur1+msf.enum > $@ rm -f eval.all.msf-dur1+msf.enum Miscellanea.txt : Miscellanea_helper.sh eval.all.ref-dur1-msf.enum eval.all.ref-dur1-dur1+msf.enum eval.all.ref-msf-dur1+msf.enum prepareSigf.perl ${SIGFDIR} bash Miscellanea_helper.sh >> $@ echo -n " Detection of nSC, DUR1 vs MSF , " >> $@ rm -f dur.0.txt msf.0.txt cat eval.all.ref-dur1-msf.enum | perl prepareSigf.perl 0 dur.0.txt msf.0.txt (cd ${SIGFDIR}/class; java de/pado/sigf/FScoreART ../../dur.0.txt ../../msf.0.txt 10000 | grep "p-value" >> ../../$@; cd ../..) rm -f dur.0.txt msf.0.txt echo -n " Detection of nSC, DUR1 vs DUR1+MSF, " >> $@ rm -f dur.0.txt two.0.txt cat eval.all.ref-dur1-dur1+msf.enum | perl prepareSigf.perl 0 dur.0.txt two.0.txt (cd ${SIGFDIR}/class; java de/pado/sigf/FScoreART ../../dur.0.txt ../../two.0.txt 10000 | grep "p-value" >> ../../$@; cd ../..) rm -f dur.0.txt two.0.txt echo -n " Detection of nSC, MSF vs DUR1+MSF, " >> $@ rm -f msf.0.txt two.0.txt cat eval.all.ref-msf-dur1+msf.enum | perl prepareSigf.perl 0 msf.0.txt two.0.txt (cd ${SIGFDIR}/class; java de/pado/sigf/FScoreART ../../msf.0.txt ../../two.0.txt 10000 | grep "p-value" >> ../../$@; cd ../..) rm -f msf.0.txt two.0.txt echo -n " Detection of SC, DUR1 vs MSF , " >> $@ rm -f dur.1.txt msf.1.txt cat eval.all.ref-dur1-msf.enum | perl prepareSigf.perl 1 dur.1.txt msf.1.txt (cd ${SIGFDIR}/class; java de/pado/sigf/FScoreART ../../dur.1.txt ../../msf.1.txt 10000 | grep "p-value" >> ../../$@; cd ../..) rm -f dur.1.txt msf.1.txt echo -n " Detection of SC, DUR1 vs DUR1+MSF, " >> $@ rm -f dur.1.txt two.1.txt cat eval.all.ref-dur1-dur1+msf.enum | perl prepareSigf.perl 1 dur.1.txt two.1.txt (cd ${SIGFDIR}/class; java de/pado/sigf/FScoreART ../../dur.1.txt ../../two.1.txt 10000 | grep "p-value" >> ../../$@; cd ../..) rm -f dur.1.txt two.1.txt echo -n " Detection of SC, MSF vs DUR1+MSF, " >> $@ rm -f msf.1.txt two.1.txt cat eval.all.ref-msf-dur1+msf.enum | perl prepareSigf.perl 1 msf.1.txt two.1.txt (cd ${SIGFDIR}/class; java de/pado/sigf/FScoreART ../../msf.1.txt ../../two.1.txt 10000 | grep "p-value" >> ../../$@; cd ../..) rm -f msf.1.txt two.1.txt Miscellanea_helper.sh : echo "DevSet_NnSC=\`ls ${DATADIR}/audio/dev/*er0*.wav | wc -l\`" >> $@ echo "DevSet_NSC=\`ls ${DATADIR}/audio/dev/*er1*.wav | wc -l\`" >> $@ echo "EvalSet_NnSC=\`ls ${DATADIR}/audio/eval/*er0*.wav | wc -l\`" >> $@ echo "EvalSet_NSC=\`ls ${DATADIR}/audio/eval/*er1*.wav | wc -l\`" >> $@ echo "echo \"\"" >> $@ echo "echo \"Table 1\"" >> $@ echo "echo \"\"" >> $@ echo -n "echo \"Number of notSC in DevSet: $$" >> $@ echo "{DevSet_NnSC}\"" >> $@ echo -n "echo \"Number of SC in DevSet: $$" >> $@ echo "{DevSet_NSC}\"" >> $@ echo -n "echo \"Number of notSC in EvalSet: $$" >> $@ echo "{EvalSet_NnSC}\"" >> $@ echo -n "echo \"Number of SC in EvalSet: $$" >> $@ echo "{EvalSet_NSC}\"" >> $@ echo -n "if [[ $$" >> $@ echo -n "{DevSet_NnSC} > $$" >> $@ echo "{DevSet_NSC} ]]" >> $@ echo "then" >> $@ echo " DevSet_Majority=\"NnSC\";" >> $@ echo -n " DevSet_Accuracy=\`perl -e \"print (100 * $$" >> $@ echo -n "{DevSet_NnSC} / ($$" >> $@ echo -n "{DevSet_NnSC} + $$" >> $@ echo "{DevSet_NSC}))\"\`" >> $@ echo -n " EvalSet_Accuracy=\`perl -e \"print (100 * $$" >> $@ echo -n "{EvalSet_NnSC} / ($$" >> $@ echo -n "{EvalSet_NnSC} + $$" >> $@ echo "{EvalSet_NSC}))\"\`" >> $@ echo "else" >> $@ echo " DevSet_Majority=\"NSC\";" >> $@ echo -n " DevSet_Accuracy=\`perl -e \"print (100 * $$" >> $@ echo -n "{DevSet_NSC} / ($$" >> $@ echo -n "{DevSet_NnSC} + $$" >> $@ echo "{DevSet_NSC}))\"\`" >> $@ echo -n " EvalSet_Accuracy=\`perl -e \"print (100 * $$" >> $@ echo -n "{EvalSet_NSC} / ($$" >> $@ echo -n "{EvalSet_NnSC} + $$" >> $@ echo "{EvalSet_NSC}))\"\`" >> $@ echo "fi" >> $@ echo "echo \"\"" >> $@ echo "echo \"Section 5.1 (last sentence of paragraph 1)\"" >> $@ echo "echo \"\"" >> $@ echo -n "echo \"Majority class in DevSet : $$" >> $@ echo "{DevSet_Majority}\"" >> $@ echo -n "echo \"Accuracy by guessing DevSet majority class in DevSet : $$" >> $@ echo "{DevSet_Accuracy}\"" >> $@ echo -n "echo \"Accuracy by guessing DevSet majority class in EvalSet : $$" >> $@ echo "{EvalSet_Accuracy}\"" >> $@ echo "echo \"\"" >> $@ # ==+====1====+====2====+====3====+====4====+====5====+====6====+====7====+====8====+====9====+====0 clean : @rm -rf ${INCIDENTALS} cleanall : @rm -rf ${INCIDENTALS} ${TARGETS} \ ${MSFDIR} ${MSFDIR}.tar ${MSFDIR}.tar.gz \ ${LIBSNDFILEDIR} ${LIBSNDFILEDIR}.tar ${LIBSNDFILEDIR}.tar.gz \ ${WEKADIR} ${WEKADIR}.zip \ ${SIGFDIR} ${SIGFDIR}-v2.tar ${SIGFDIR}-v2.tgz \ ${DATADIR} ${DATADIR}.tar # ==+====1====+====2====+====3====+====4====+====5====+====6====+====7====+====8====+====9====+====0