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dinglehopper/qurator/dinglehopper/character_error_rate.py

22 lines
469 B
Python

from __future__ import division
import unicodedata
from uniseg.graphemecluster import grapheme_clusters
from qurator.dinglehopper.edit_distance import distance
def character_error_rate(reference, compared):
d = distance(reference, compared)
if d == 0:
return 0
n = len(list(grapheme_clusters(unicodedata.normalize('NFC', reference))))
if n == 0:
return float('inf')
return d/n
# XXX Should we really count newlines here?