I am a beginner in Android development. Is there any possibility to write a speech to text software that could access Googles network based back-end voice to text system ?
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2Yes of course there is a big possibility for this to happen. – Sherif elKhatib Aug 16 '11 at 09:11
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you can try the recognizer intent...check out the links below and see if it answers your query: sample code for voice recognition

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No, Google Voice API is closed. They don't allow to used their API to make software for others.
There are other companies that can provided speech recognition software as a product (you install in your server) or as a service (send audio and receive text).
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Did you check 0cool answer? You should comment there if he is wrong. Besides that, you should not answer two times, next time please include both in one answer – Juanma Baiutti Aug 16 '11 at 19:16