Table 1.
Overview of the extracted features, divided according to the domain of analysis
Region | Study | Feature | Information |
---|---|---|---|
Entire signal | [22] | IEDCC(1–6) | Vocal tract and vocal folds abnormalities [22] |
[3, 10, 12] | Zero crossing rate | Voice activity (Details in [1]) | |
[10, 16, 22] | DFA | Self-similarity of the voice (Details in [14]) | |
Voiced | [16] | Bandwidth | Frequency range |
[10, 16, 43] | Harmonic ratio | Ratio of signal over noise [16] | |
[10, 16, 43] | F0 | Vocal folds vibration and frequency alteration | |
[46] | Spectral features: flux, skewness, entropy, crest, flatness, slope, roll off, spread, centroid, kurtosis | Spectrum shape information (Details in [1]) | |
[6] | LPC(1–3) | Formants and resonances (Details in [1]) | |
[10] | Short time energy | Energy variation among frames | |
[16, 45, 46] | MFCC(1–13), MFCC(1–13), MFCC(1–13), | Subtle changes in the motion of articulators (Details [32, 42]) | |
Transition | Present study | PTS | Ability to promptly interrupt/start vocal fold vibration |
Present study | ETS | Ability to promptly interrupt/start vocal fold vibration | |
[34] | MFCC(1–12), MFCC(1–12), MFCC(1–12), | Ability to promptly interrupt/start vocal fold vibration | |
[34] | BBE(1–25) | Ability to promptly interrupt/start vocal fold vibration |
The apex letter represents the classification between LLf and HLf subgroups