PythonSequenceAligner a pybind portage of sequence-aligner
PythonSequenceAligner is a Python3 portage of sequence-aligner.
Christian Raymond [christian.raymond@irisa.fr]
Example
werEval = SequenceAligner()
alignement = werEval.align_sentence("the quick brown cow jumped over the moon".split(" "), "quick brown cows jumped way over the moon dude".split(" "))
ss = werEval.SummaryStatistics([alignement])
print(ss)Produces the output:
Align sentences: [100%] |██████████████████████████████████████████████████| 1/1 [ 00:00<00:00 1000.00it/s ]
# seq # ref # hyp cor sub ins del WER SER
1 8 8 0.88 0 0.12 0.12 0.25 1
----------SINGLE ALIGNMENT--------
# seq # ref # hyp # cor # sub # ins # del acc WER # seq cor
STATS: 1 3 5 3 0 2 0 1 0.67 0
----- ----- ----- ----- ----- ----- ----- ----- ----- ----- -----
REF: Pepin de Landen ** *******
HYP: pepin de landen le premier
REF=[Pepin de Landen ]
HYP=[pepin de landen le premier ]
----------BATCH ALIGNMENT---------
Align sentences: [100%] |██████████████████████████████████████████████████| 2/2 [ 00:00<00:00 2000.00it/s ]
# seq # ref # hyp cor sub ins del WER SER
2 17 8 0 0.47 0 0.53 1 1