Techniques for associated narrative based transcription speaker identification are provided. A narrative of an incident is received at a computing device. The narrative describes an incident. An identification of at least one person involved in the incident is extracted from the narrative. The identification includes a specific identifier for the at least one person. Semantic information is extracted from the narrative. A transcript of media capturing the incident is received at the computing device. The transcript includes a generic identifier for at least one speaker whose speech was transcribed. The generic identifier for the at least one speaker whose speech was transcribed is correlated with the identification based on the semantic information. The generic identifier for the at least one speaker in the transcript is replaced with the specific identifier included in the identification.