A distributed dictation/transcription system is provided. The system provides a client station, dictation manager, and dictation server connected such that the dictation manager can select a dictation server to transcribe audio from the client station. A job queue at the dictation manager holds the queues the audio to be provided to the dictation servers. The dictation manager reviews all jobs in the job queue and send audio with a user profile matching a user profile already uploaded to the dictation server regardless of whether the matching audio is next in the job queue. If alternative audio has been pending over a predetermined amount of time or has a higher priority, the alternative audio is sent to the dictation server.