A server receives a user audio stream, the stream comprising multiple utterances. A query-processing module of the server continuously listens to and processes the utterances. The processing includes parsing successive utterances and recognizing corresponding queries, taking appropriate actions while the utterances are being received. In some embodiments, a query may be parsed and executed before the previous query's execution is complete.