7. A computer system for searching recorded content, the system comprising: one or more computer processors; one or more computer-readable storage media; program instructions stored on at least one of the one or more computer-readable storage media for execution by at least one of the one or more computer processors, the program instructions comprising: program instructions to receive a search query for a non-speech sound, wherein the search query includes a descriptive term or phrase of the non-speech sound; program instructions to search recorded content for a match for the descriptive term or phrase, wherein the recorded content is of a communication between a plurality of participants and includes speech from one or more of the plurality of participants; program instructions to automatically identify a searchable tag, in the recorded content, that matches the descriptive term or phrase, wherein the searchable tag: (i) includes a classification of the non-speech sound, determined using a trained classification function, (ii) corresponds to a point-in-time at which the non-speech sound was transmitted to the plurality of participants during recording of the recorded content, and (iii) includes an automatically generated phonetic translation of the non-speech sound program instructions to navigate to a location in the recorded content corresponding to the point-in-time; and program instructions to play the recorded content starting at the point-in-time.
9. The computer system of claim 7 , wherein the program instructions further comprise: program instructions to respond to the search query with the recorded content and an indication of the point-in-time.