The text-based features are extracted from the manual transcripts of the sessions, while the audio-based features are extracted from audio segments obtained by force-aligning each session transcript with its corresponding audio.
as future work, we are considering to automatize this process by conducting automatic speaker diarization and transcription via automatic speech recognition.