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Re:Speech Recognition Leaps Forward by kondro on Monday August 29, 2011 @06:24AM (#2936655)
Is it just me or does 18% seem like a high error rate - and this is after improvement?

I've used technologies (Nuance??) that have significantly lower errors rates than this, even for systems I have not trained personally. Is there something I'm missing?

Re:Speech Recognition Leaps Forward by romanows on Monday August 29, 2011 @07:48AM (#2936818)
The difference in error rates is in large part due to the to the difference between dictated speech and spontaneous, informal conversational speech.

Switchboard (http://www.ldc.upenn.edu/Catalog/CatalogEntry.jsp?catalogId=...) is a set of telephone conversations between two people. Speakers tend to say a lot of "ums", abruptly restart an utterance in progress, talk past the telephone handset, etc. Dictated speech, especially when speakers know they're talking to a computer, has less acoustic and linguistic noise.

Re:Speech Recognition Leaps Forward by danmaz74 on Monday August 29, 2011 @07:58AM (#2936846)
It will be very interesting to see how this approach will work with dictated speech.

Also let's not forget that the word-level error rate can be reduced by using statistical data about words sequences.

Re:Speech Recognition Leaps Forward by braindead_in on Monday August 29, 2011 @07:44AM (#2936802)
Nuance is speaker dependent. You have to train the system to understand the speaker's voice. This is speaker independent which is much harder.
Re:Speech Recognition Leaps Forward by mikeash on Monday August 29, 2011 @09:51AM (#2937152)
Nuance has speaker-independent systems as well. If you have an iPhone, try an app like Dragon Dictation or Siri. Neither one requires any training, and will start off with high-quality recognition right out of the box.
Re:Speech Recognition Leaps Forward by krmmalik on Monday August 29, 2011 @07:04AM (#2936728)
I was going to ask the same thing. It doesn't seem like that significant an improvement but I'm no expert. Also I do wonder if the performance improvements are mostly due to gpu acceleration as opposed to a switch to a different software model.
Re:Speech Recognition Leaps Forward by huffo on Monday August 29, 2011 @06:43AM (#2936689)
Benchmarks have always fascinated me :)
Re:Speech Recognition Leaps Forward by scq on Monday August 29, 2011 @10:46AM (#2937332)
There are three types of lies: lies, damned lies, and benchmarks.