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R1 - Return WER #2

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maboa opened this issue Sep 19, 2018 · 2 comments
Open

R1 - Return WER #2

maboa opened this issue Sep 19, 2018 · 2 comments
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@maboa
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maboa commented Sep 19, 2018

This tests for words only, compared to the reference transcript, using the formula in https://en.wikipedia.org/wiki/Word_error_rate.
@maboa maboa changed the title Requirement (R1) - Return WER R1 - Return WER Sep 19, 2018
@EyalLavi
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This library for WER may be useful: http://www1.icsi.berkeley.edu/Speech/docs/sctk-1.2/sclite.htm

@bwang482
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A short paper published in INTERSPEECH this year:
https://www.isca-speech.org/archive/Interspeech_2018/pdfs/3003.pdf
https://github.com/Franck-Dernoncourt/ASR_benchmark

Compared a bunch of online APIs for 5 datasets. Speechmatics seems to perform pretty good in comparison.

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@maboa @bwang482 @EyalLavi