- Watson achieved a RAW word error rate
of 21.1%, compared to Marchex's RAW word error rate
Average word error rate
(WER) and standard error (SE) bars in matched train/test scenarios for all 10 test speakers using different cepstral normalization techniques.
According to Rashid, "even the best speech systems still had word error rates
of 20 to 25 percent."
Most people make spelling errors while typing, even when trying to be accurate, and word error rates
have varied based upon skill, text difficulty, and time constraints from 2.5% (Mitton, 1996) to 4.75% (Park, 2008).
Our patented voice isolation technology significantly boosts clarity as it eliminates over 99% of background noise and also improves speech recognition as it cuts the word error rate
by 40% in noisy environments.
The most recent studies focus on improving the performance of an ASR system in terms of the Word Error Rate
Table I shows the recognition word error rate
. Small corpus CORPI I (utterances of 11 speakers) was used to optimize the transcriptions for different methodologies.
In the 1997 DARPA broadcast news evaluations, the CMU Sphinx-III system achieved overall word error rate
of 24% when multiple passes were applied .
The quantum improvement in word error rate
that's happened in just the past year or so (now hovering at a little over 90 percent) can take some credit for raising confidence that spoken instructions will actually be understood.
HUB4 TEST SET WORD ERROR RATE
1996 29.1 1997 21.5 1998 Set 1 21.4 1998 Set 2 18.8 Speaker clustering.
Last October, researchers and engineers in Microsoft Artificial Intelligence and Research reported a speech recognition word error rate
of just 5.9 percent.
This model reduced the word error rate
by 4.4%, averaged over male and female, relative to the results of the conventional language model.