Abstract: A computer-implemented machine learning method for generating real-time summaries is provided. The method comprises identifying a speech segment during a conference session, generating a real-time transcript from the speech segment, determining a topic from the real-time transcript, generating a summary of the topic, and streaming the summary of the topic during the conference session.

Abstract: A computer-implemented method for recording, comprising: transcribing a content of a conference session using a conferencing system, determining a topic from the content of the conference session, determining a timestamp for the topic from the content using the conferencing system, determining a snippet from the content, assigning the snippet to the topic and rearranging the snippet based on the topic and the timestamp within the conferencing system.

Abstract: A computer-implemented machine learning method for improving speaker separation is provided. The method comprises processing audio data to generate prepared audio data and determining feature data and speaker data from the prepared audio data through a clustering iteration to generate an audio file. The method further comprises re-segmenting the audio file to generate a speaker segment and causing to display the speaker segment through a client device.