Utterance-level sentiment analysis focuses on tagging every utterance of a video with a sentiment label (instead of assigning a unique label to the whole video).
utterance-level sentiment analysis is useful to understand the sentiment dynamics of different aspects of the topics covered by the speaker throughout his/her speech.