Voice — is a helpful instrument in sentiment analysis and can significantly increase the accuracy with which emotions are recognised. Emotion detection in speech is closely connected to the task of speaker diarization. Our voice splitter technology extracts emotional cues from the speech and overlapping audio fragments.