def load_corpus(self):
############
## CORPUS ##
############
self.p.logsection("CORPUS")
self.cps = concatenativeclasses.corpus(
self.ops.CORPUS, self.ops.CORPUS_GLOBAL_ATTRIBUTES,
self.ops.RESTRICT_CORPUS_SELECT_PERCENTAGE_BY_STRING,
self.ops.SEARCH_PATHS, self.AnalInterface, self.p)
htmlCorpusTable = [['', 'minimum', 'maximum', 'average']]
segmentLength = [
c.segmentDurationSec for c in self.cps.postLimitSegmentNormList
]
htmlCorpusTable.append([
'segment length',
min(segmentLength),
max(segmentLength),
np.mean(segmentLength)
])
power = [
c.desc.get('power-seg') for c in self.cps.postLimitSegmentNormList
]
htmlCorpusTable.append(
['power', np.min(power),
np.max(power),
np.mean(power)])
self.p.maketable(htmlCorpusTable, resolution=5)
##############################
if ops.TARGET_PLOT_DESCRIPTORS_FILEPATH != None:
tgt.plotMetrics(ops.TARGET_PLOT_DESCRIPTORS_FILEPATH, AnalInterface, p)
###############################
## target segmentation graph ##
###############################
if ops.TARGET_SEGMENTATION_GRAPH_FILEPATH != None:
tgt.plotSegmentation(ops.TARGET_SEGMENTATION_GRAPH_FILEPATH, AnalInterface,
p)
############
## CORPUS ##
############
p.logsection("CORPUS")
cps = concatenativeclasses.corpus(
ops.CORPUS, ops.CORPUS_GLOBAL_ATTRIBUTES,
ops.RESTRICT_CORPUS_SELECT_PERCENTAGE_BY_STRING, ops.SEARCH_PATHS,
AnalInterface, p)
###################
## NORMALIZATION ##
###################
p.logsection("NORMALIZATION")
if ops.NORMALIZATION_METHOD == 'standard':
normalizationTable = [[
'descriptor', 'norm method', 'target mean', 'target stddev',
'corpus mean', 'corpus stddev', 'freedom'
]]
for dobj in AnalInterface.normalizeDescriptors:
if dobj.norm == 1:
# normalize both together