Fact · Dictation
12.0percent word error rate
With a single distant ceiling microphone in an apartment and real recordings, the DNN recognizer's word error rate was 12.0%.
Checked against its source on October 16, 2026
In the source's own words
“DNN 12.0 13.2 10.7 11.6 7.2 7.6”
Realistic multi-microphone data simulation for distant speech recognition, Mirco Ravanelli et al., arXiv (preprint, eess.AS), 2017, Table 1 (DNN row, first column: single distant microphone, real data).
Open the original- What it measures
- Table 1 of the paper. The text says the first column reports a single distant microphone, which is the 'LA6' ceiling microphone in the DIRHA apartment. The DNN row gives 12.0 for that column.
- What it does not show
- The microphone was on the ceiling several meters from the speakers, which is far more distant than a laptop microphone on a desk. The number shows how much a distant microphone costs, not the error rate for a laptop.
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