def eval(self, inputdata, ftru, mode="roc", vmode=""):
from aubio.txtfile import read_datafile
from aubio.onsetcompare import onset_roc, onset_diffs, onset_rocloc
ltru = read_datafile(ftru, depth=0)
lres = []
for i in range(len(inputdata)):
lres.append(inputdata[i][0] * self.params.step)
if vmode == "verbose":
print "Running with mode %s" % self.params.onsetmode,
print " and threshold %f" % self.params.threshold,
print " on file", self.input
# print ltru; print lres
if mode == "local":
l = onset_diffs(ltru, lres, self.params.tol)
mean = 0
for i in l:
mean += i
if len(l):
mean = "%.3f" % (mean / len(l))
else:
mean = "?0"
return l, mean
elif mode == "roc":
self.orig, self.missed, self.merged, self.expc, self.bad, self.doubled = onset_roc(
ltru, lres, self.params.tol
)
elif mode == "rocloc":
self.v = {}
self.v["orig"], self.v["missed"], self.v["Tm"], self.v["expc"], self.v["bad"], self.v["Td"], self.v[
"l"
], self.v["labs"] = onset_rocloc(ltru, lres, self.params.tol)
def eval(self,inputdata,ftru,mode='roc',vmode=''):
from aubio.txtfile import read_datafile
from aubio.onsetcompare import onset_roc, onset_diffs, onset_rocloc
ltru = read_datafile(ftru,depth=0)
lres = []
for i in range(len(inputdata)): lres.append(inputdata[i][0]*self.params.step)
if vmode=='verbose':
print "Running with mode %s" % self.params.onsetmode,
print " and threshold %f" % self.params.threshold,
print " on file", self.input
#print ltru; print lres
if mode == 'local':
l = onset_diffs(ltru,lres,self.params.tol)
mean = 0
for i in l: mean += i
if len(l): mean = "%.3f" % (mean/len(l))
else: mean = "?0"
return l, mean
elif mode == 'roc':
self.orig, self.missed, self.merged, \
self.expc, self.bad, self.doubled = \
onset_roc(ltru,lres,self.params.tol)
elif mode == 'rocloc':
self.v = {}
self.v['orig'], self.v['missed'], self.v['Tm'], \
self.v['expc'], self.v['bad'], self.v['Td'], \
self.v['l'], self.v['labs'] = \
onset_rocloc(ltru,lres,self.params.tol)