What is the specific function of speaker diarization in the process of transcribing multi-person audio recordings?

Speaker diarization is the automated process of partitioning an audio stream into segments based on the identity of the person speaking, effectively answering the question of 'who spoke when.' While a standard speech-to-text system converts spoken words into written text, it typically treats an entire recording as a single continuous stream, often failin....