Relay-Version: version B 2.10 5/3/83; site utzoo.UUCP Path: utzoo!mnetor!uunet!husc6!cmcl2!rutgers!umd5!vrdxhq!dgis!bms-at!stuart From: stuart@bms-at.UUCP (Stuart D. Gathman) Newsgroups: comp.misc Subject: Re: Commas Message-ID: <538@bms-at.UUCP> Date: Tue, 17-Nov-87 18:52:07 EST Article-I.D.: bms-at.538 Posted: Tue Nov 17 18:52:07 1987 Date-Received: Sat, 21-Nov-87 00:47:28 EST References: <10138@brl-adm.ARPA> <1623@haddock.ISC.COM> Organization: Business Management Systems, Inc., Fairfax, VA Lines: 15 Summary: How IBM does it Your second guess is almost true. IBM's voice recognition technique is statistical. The machine has a large database of phoneme/timing distributions. Thus, the text is reproduced with punctuation! Unlike AI approaches, the text is not actually "understood" by the machine. It is simply output to match statistically similar utterrances used to build their database. The results are not 100% correct, of course. But you can bet that it gets the example in the ad right every time! I do not work for IBM. I personally think that a neural network approach is the way to go. (Similar in concept, but vastly different in implementation from the statistical route.) -- Stuart D. Gathman <..!{vrdxhq|dgis}!bms-at!stuart>