1 | #! /usr/bin/python |
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2 | |
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3 | from aubio.tasks import * |
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4 | |
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5 | from benchonset import mmean, stdev, benchonset |
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6 | |
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7 | class mybenchonset(benchonset): |
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8 | |
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9 | def run_bench(self,modes=['dual'],thresholds=[0.5]): |
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10 | from os.path import dirname,basename |
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11 | self.thresholds = thresholds |
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12 | self.pretty_titles() |
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13 | |
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14 | for mode in modes: |
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15 | d = [] |
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16 | self.params.onsetmode = mode |
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17 | self.params.localmin = True |
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18 | self.params.delay = 1. |
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19 | self.params.threshold = thresholds[0] |
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20 | # |
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21 | self.params.localmin = False |
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22 | self.params.delay = 0. |
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23 | self.dir_eval_print() |
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24 | self.plotdiffs(d,plottitle="Causal") |
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25 | # |
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26 | self.params.localmin = True |
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27 | self.params.delay = 0. |
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28 | self.dir_eval_print() |
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29 | self.plotdiffs(d,plottitle="Local min") |
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30 | |
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31 | self.params.localmin = False |
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32 | self.params.delay = 6. |
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33 | self.dir_eval_print() |
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34 | self.plotdiffs(d,plottitle="Fixed delay") |
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35 | |
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36 | #self.plotplotdiffs(d) |
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37 | outplot = "_-_".join(("delay",mode,basename(self.datadir) )) |
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38 | for ext in ("png","svg","ps"): |
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39 | self.plotplotdiffs(d,outplot=outplot,extension=ext) |
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40 | |
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41 | if __name__ == "__main__": |
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42 | import sys |
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43 | if len(sys.argv) > 1: datapath = sys.argv[1] |
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44 | else: print "ERR: a path is required"; sys.exit(1) |
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45 | modes = ['complex', 'energy', 'phase', 'hfc', 'specdiff', 'kl', 'mkl', 'dual'] |
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46 | #thresholds = [ 0.01, 0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0, 1.1, 1.2] |
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47 | #modes = [ 'hfc' ] |
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48 | thresholds = [0.5] |
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49 | |
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50 | #datapath = "%s%s" % (DATADIR,'/onset/DB/*/') |
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51 | respath = '/var/tmp/DB-testings' |
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52 | |
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53 | benchonset = mybenchonset(datapath,respath,checkres=True,checkanno=True) |
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54 | benchonset.params = taskparams() |
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55 | benchonset.task = taskonset |
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56 | benchonset.valuesdict = {} |
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57 | |
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58 | try: |
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59 | #benchonset.auto_learn2(modes=modes) |
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60 | benchonset.run_bench(modes=modes,thresholds=thresholds) |
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61 | except KeyboardInterrupt: |
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62 | sys.exit(1) |
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