Methods and apparatus for automatically extending the voice vocabulary of mobile communications devices
View Patent ↗The invention is a method of improving the performance of a speech recognizer. The method generally involves: providing a lexicon for the speech recognizer; monitoring a user's interaction with a network; accessing a plurality of words associated with the monitored interaction; and including the plurality of words in the lexicon.
1. A method of improving the performance of a speech recognizer on a mobile device which enables a user to interact with a communications network, the method comprising:
storing on the device a lexicon for the speech recognizer;
monitoring a user's interaction over the network and capturing a plurality of words from the monitored interaction;
storing on the device the captured plurality of words; and
accessing the stored captured plurality of words and adding at least some of the captured plurality of words to the lexicon to improve the performance of the speech recognizer.
2. The method of claim 1 , wherein monitoring the user's interaction with a network comprises monitoring the user's interaction with a Web browser, and wherein the captured plurality of words are taken from the user's interaction with the Web browser.
3. The method of claim 2 , wherein the captured plurality of words are obtained from at least one of queries, search results, and Web pages accessed as a result of the user's interaction with the Web browser.
4. The method of claim 1 , wherein monitoring the user's interaction with a network comprises monitoring the user's voice communication with one or more other parties via a telephone network, and wherein the captured plurality of words are taken from the user's voice communication with the one or more other parties via the telephone network.
5. The method of claim 1 , wherein accessing the stored plurality of words is done dynamically.
6. The method of claim 1 , wherein accessing the stored plurality of words is done at periodic intervals.
7. The method of claim 1 , wherein accessing the stored plurality of words occurs in response to receiving an instruction from the user.
8. The method of claim 1 , wherein accessing the stored captured plurality of words occurs in response to an occurrence of an event.
9. The method of claim 1 , wherein the speech recognizer is biased in a manner that is based on a frequency of occurrence in the monitored interaction of words among the plurality of words.
10. The method of claim 1 , wherein monitoring further comprises recording a classification of each of the plurality of words, and wherein the speech recognizer is biased in a manner that is based on the classification of each of the plurality of words.
11. The method of claim 1 , wherein monitoring further comprises recording a usage context of each of the plurality of words, and wherein the speech recognizer is biased in a manner that is based on the usage context associated with each of the plurality of words.
12. The method of claim 1 , wherein adding at least some of the captured plurality of words to the lexicon comprises generating phonetic representations of the at least some of the captured plurality of words and adding the phonetic representations of the at least some of the captured plurality of words to the lexicon.