Figure 5: Mismatch of stated problems with output of acoustical scene classifier
Left: Percentages of each detected class for all sound sources (as selected by assistant users in the app). Hatched bars indicate a mismatch between the problem statement and the environment, suggesting the assistant is not used directly in the problematic situation.
Right: Overall percentage of interactions with and without a problem/environment mismatch