A system and method of creating textual content from audio streams is present. The system can include a computing device configured to receive audio streams containing speech and identify the different speakers in the speech. The system breaks apart an audio stream into separate audio streams using speaker diarization and each audio stream is sent separately to a speech-to-text transcriber. Each audio stream includes only the speech of a single speaker, which is more easily converted into text by the speech-to-text transcriber. The text streams can be assembled into a transcript of the speech portions of the audio stream. A web page of the transcript can be published. High frequency words in the transcript can be tagged in the metadata of the web page to assist search engines and increase the value of the web page.