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To answer the ROS part of your question: use the audio_common stack. It defines the audio_common_msgs/AudioData message, and provides capture and playback commands.
The hard part of your question is how to do speech recognition. That is a large topic, and this may not be the best forum for answering it, although some people here probably know something about it.
Perhaps you should join one of the speech recognition forums.
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