eger['Tables 3 & 4']['No anchor'][propagation] = EstimatedGlobalErrorRate()
# initialize progress bar
pb = ProgressBar(term_width=69, \
maxval=len(videos)*len(propagation_algorithms), \
widgets=['Tables 3 & 4: ', Bar()]).start()
for v, video in enumerate(videos):
# extract automatic speaker diarization for this video
sd = auto_speaker_diarization.annotation(video, 'speaker')
# anonymize labels (Unknown001, Unknown002, etc.)
sd = sd.anonymize()
# extract overlaid name detection for this video
on = auto_overlaid_names.annotation(video, 'written')
# extract automatic speaker identification for this video
sid = auto_speaker_identification.annotation(video, 'speaker')
# extract groundtruth for this video
msi = manual_speaker_identification.annotation(video, 'speaker')
for p, propagation in enumerate(propagation_algorithms):
# propagate name
s = propagation_algorithms[propagation](on, sd, sid)
# evaluate on all frames
af = annotated_frames.timeline(video)
eger['Tables 3 & 4']['All'][propagation](msi, s, annotated=af)
