SYSTEMS AND METHODS TO GENERATE RECORDS WITHIN A COLLABORATION ENVIRONMENT BASED ON A MACHINE LEARNING MODEL TRAINED FROM A TEXT CORPUS

Systems and methods to generate records within a collaboration environment are described herein. Exemplary implementations may perform one or more of: manage environment state information maintaining a collaboration environment; effectuate presentation of a user interface through which users upload digital assets representing recorded audio and/or video content; obtain input information defining the digital assets input via the user interface; generate transcription information characterizing the recorded audio and/or video content of the digital assets; provide the transcription information as input into a trained machine-learning model; obtain the output from the trained machine-learning model, the output defining one or more new records based on the transcripts; and/or other operations.