The task of automatically detecting the end of a device-directed user request is particularly challenging in case of switching short command and long free-form utterances. While low latency end-pointing configurations typically lead to good user experiences in the case of short requests, such as “play music”, it can be too aggressive in domains with longer free-form queries, where users tend to pause noticeably
