Google Research

Voice Assistant Failures Dataset


This is a dataset of 199 failures that 107 users have encountered when interacting with commercial voice assistants. It was crowdsourced from Amazon Mechanical Turk. Per row, the dataset contains 1 voice assistant failure, including the context, what the user said, how the voice assistant responded, and how frequently the failure occurs. This is followed by demographic information about the user who submitted the failure.