Abstract: A computing system may store user profile information of a user of an ear-wearable device, where the user profile information includes parameters that control operation of the ear-wearable device. The computing system may also obtain audio data from one or more sensors that are included in the ear-wearable device and determine whether to generate speech assessment data based on the user profile information of the user and audio data. In some examples, the computing system may compare one or more acoustic parameters determined based on the audio data with an acoustic criterion determined based on the user profile information of the user. If one or more acoustic parameters satisfy the acoustic criterion, the computing system may generate speech assessment data based on the determination.