Fig. 4From: Paralinguistic and spectral feature extraction for speech emotion classification using machine learning techniquesSpeech spectrum after data augmentation. a Original speech, b noise addition, c pitch tuning, d random shifting, e peed and pitch tuning, and f stretchingBack to article page