Abstract: Systems and techniques for identifying dictation within an audio stream are disclosed including training a first neural network model stored in a computer memory that is configured to process audio data to identify one or more audio segments that are indicative of dictation without using automatic speech recognition, training a second neural network model stored in the computer memory that is configured to process audio data using automatic speech recognition, analyzing the stored audio data using the first neural network to identify one or more segments in the audio data that are indicative of dictation, and analyzing the one or more identified segments that are indicative of dictation to extract one or more features from the one or more identified segments.