#! /usr/bin/python from aubio.bench.node import * from aubio.tasks import * class benchpitch(bench): """ list of values to store per file """ valuenames = ['mode'] """ list of lists to store per file """ valuelists = ['orig', 'mean', 'med'] """ list of values to print per dir """ printnames = [ 'mode'] """ per dir """ formats = {'mode': "%12s" , 'thres': "%5.4s", 'dist': "%5.4s", 'prec': "%5.4s", 'recl': "%5.4s", 'Ttrue': "%5.4s", 'Tfp': "%5.4s", 'Tfn': "%5.4s", 'Tm': "%5.4s", 'Td': "%5.4s", 'aTtrue':"%5.4s", 'aTfp': "%5.4s", 'aTfn': "%5.4s", 'aTm': "%5.4s", 'aTd': "%5.4s", 'mean': "%5.40s", 'smean': "%5.40s", 'amean': "%5.40s", 'samean': "%5.40s"} def dir_eval(self): """ evaluate statistical data over the directory """ v = self.v v['mode'] = self.params.pitchmode def file_exec(self,input,output): filetask = self.task(input,params=self.params) computed_data = filetask.compute_all() orig,mean,med = filetask.eval(computed_data) self.v['orig'].append(orig) self.v['mean'].append(mean) self.v['med'].append(med) #print results#, computed_data #print input, results, results - float(input.split('.')[-2]) def run_bench(self,modes=['schmitt']): from os.path import basename d = [] self.modes = modes self.pretty_titles() for mode in self.modes: self.params.pitchmode = mode self.dir_eval_print() self.plotpitchtessiture(d, self.v['orig'], self.v['med'], plottitle=self.v['mode'], plotmode='points') #d.append('beta = .25,orig(x) title \"-2 octave\"') d.append('beta = .50,orig(x) title \"-1 octave\"') d.append('beta = 1.0,orig(x) title \"original\"') d.append('beta = 2.0,orig(x) title \"+1 octave\"') title = basename(self.datadir) outplot = "_-_".join(('pitchtessiture',title)) for ext in ('ps','png','svg',''): self.plotplotpitchtessiture(d, plottitle=title, outplot=outplot, extension=ext) """ Plot functions """ def plotpitchtessiture(self,d,lx,ly,plottitle="",plotmode='linespoints'): import Gnuplot, Gnuplot.funcutils d.append(Gnuplot.Data(lx, ly, with=plotmode, title="%s" % (plottitle) )) def plotplotpitchtessiture(self,d,plottitle='',outplot=0,extension=''): from aubio.gnuplot import gnuplot_create g = gnuplot_create(outplot=outplot,extension=extension) g.title(plottitle) g('orig(x) = beta*x') g.xlabel('original pitch (Hz)') g.ylabel('detected pitch (Hz)') g('set log xy') g.plot(*d) if __name__ == "__main__": import sys if len(sys.argv) > 1: datapath = sys.argv[1] else: print "error: a path is required"; sys.exit(1) if len(sys.argv) > 2: for each in sys.argv[3:-1]: print each modes = ['schmitt', 'yin', 'mcomb', 'fcomb'] #modes = ['fcomb'] params = taskparams() params.bufsize = 2048 params.hopsize = params.bufsize/2 benchpitch = benchpitch(datapath,params=params) benchpitch.task = taskpitch #benchpitch.titles = [ 'mode', 'thres', 'avg', 'avgdist' ] #benchpitch.formats = ["%12s" , "| %6s", "| %6s", "| %6s", "| %6s", "| %6s" ] try: benchpitch.run_bench(modes=modes) except KeyboardInterrupt: print "Interrupted by user" sys.exit(1) sys.exit(0)