This helps to build a more accurate model for speech recognition and Google Voice Search can learn how you speak over time. Best part is that all this learning is stored with your Google account, so if you switch to a new Android handset, what Google Voice Search has already learned about your voice will go with you.
Currently, personalized recognition is only available in English, and the upgrade also features improvements to name recognition and speed over a wireless network, whether it'd be over the faster 3G connection or slower EDGE speeds.
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