Vehicle systems and methods are provided for capturing audio during operation for subsequent presentation and analysis. One method involves obtaining a plurality of audio segments via an audio input device onboard an aircraft, classifying each audio segment of the plurality of audio segments into one or more of a plurality of topic categories based at least in part on the content of the respective audio segment, and providing a graphical user interface (GUI) display depicting the plurality of audio segments in a time-ordered sequence. The GUI display includes GUI elements for selectively removing subsets of audio segments classified into particular topic categories from the time-ordered sequence.
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