It's easier to type "hidden Markov model" than to mutter those words somewhat hesitantly, watch "hiccup half a puddle" pop up on screen and sony sound forge audio studio 9.0 keygen then have to make corrections.
You simply train the phone to recognize the spoken version of a name in your phonebook.
Crucially, all you ever get to do is choose one option from a very short list, so the computer at the other end never has to do anything as complex as parsing a sentence (splitting a string of spoken sound into separate words and figuring.
Conversations would be a long, slow, elaborate nightmarea silent dance of fingers on plastic; strange, abstract, and remote.I'm a huge fan of speech recognition.Patents Patents set out the technical gritty of how inventions work.Context-Dependent Pre-trained Deep Neural Networks for Large Vocabulary Speech Recognition by George Dahl.Another Baker patent filed the following year follows on from this.So what's the alternative?For example, unless you're a contrary kind of poet, the word "example" is much more likely to follow words like "for "an "better "good "bad and so on than words like "octopus "table or even the word "example" itself.Probably is always the word in speech recognition: no-one but the speaker can ever know exactly what was said.) In theory, since spoken languages are built from only a few dozen phonemes (English uses about 46, while Spanish has only about 24 you could recognize.These are digitally processed in various ways and analyzed to find the components of speech they contain.There are dozens covering different kinds of speech recognition; here are a few representative examples: US Patent: 4,783,803: Speech recognition apparatus and method by James.
Why learn to recognize every word in the dictionary when all those words are built from the same basic set of sounds?Broadly speaking, there are four different approaches a computer can take if it wants to turn spoken sounds into written words: Simple pattern matching (where each spoken word is recognized in its entiretythe way you instantly recognize a tree or a table without consciously analyzing.Most speech recognition programs get better as you use them because they learn as they go along using feedback you give them, either deliberately (by correcting mistakes) or by default (if you don't correct any mistakes, you're effectively saying everything was recognized perfectlywhich is also.Weighing up all these factors, it's easy to see that recognizing and understanding spoken words in real time (as people speak to us) is an astonishing demonstration of blistering brainpower.Rabiner and Biing-Hwang Juang.A little dated now, but still a good introduction to the basic concepts.I often write highly technical stuff with a complex vocabulary that I know will defeat the best efforts of all those hidden Markov models and neural networks battling away inside.
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