From: Acoustic differences between healthy and depressed people: a cross-situation study
 | Video Watching | Question Answering | Text Reading | Picture describing | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
healthy | depressed | F | ηp2 | healthy | depressed | F | ηp2 | healthy | depressed | F | ηp2 | healthy | depressed | F | ηp2 | |
loudness | 0.35 ± 0.14 | 0.16 ± 0.16 | 28.47*** | .22 | 0.35 ± 0.15 | 0.16 ± 0.16 | 28.55*** | .22 | 0.48 ± 0.21 | 0.23 ± 0.22 | 25.57*** | .21 | 0.35 ± 0.14 | 0.17 ± 0.17 | 23.58*** | .19 |
mfcc1 | −0.29 ± 3.61 | 0.74 ± 3.81 | 2.03 | .02 | −0.37 ± 3.22 | 0.7 ± 3.91 | 2.26 | .02 | 1.23 ± 3.16 | 1.16 ± 2.83 | 0.00 | .00 | −0.23 ± 3.67 | 1.14 ± 3.22 | 4.38* | .04 |
mfcc2 | 8.07 ± 3.17 | 9.07 ± 3.18 | 2.17 | .02 | 8.39 ± 2.86 | 8.88 ± 3.27 | 0.66 | .01 | 8.05 ± 3.53 | 10.88 ± 4.15 | 13.65*** | .12 | 8.22 ± 2.5 | 8.82 ± 2.63 | 1.26 | .01 |
mfcc3 | 6.9 ± 4.83 | 3 ± 3.72 | 16.13*** | .14 | 7.42 ± 4.21 | 2.9 ± 3.47 | 29.55*** | .23 | 7.49 ± 5.7 | 2.65 ± 4.19 | 18.44*** | .16 | 6.68 ± 4.66 | 3.44 ± 3.56 | 11.25*** | .10 |
mfcc4 | 6.39 ± 4.13 | 4.16 ± 4.05 | 7.16** | .07 | 6.0 ± 4.05 | 3.26 ± 4.43 | 9.97** | .09 | 0.76 ± 6.35 | −1.04 ± 6.44 | 0.62 | .01 | 5.68 ± 3.87 | 3.52 ± 4.59 | 5.48* | .05 |
mfcc5 | 3.15 ± 5.4 | − 4.4 ± 6.49 | 35.88*** | .27 | 2.93 ± 5.57 | − 4.37 ± 6.94 | 28.87*** | .23 | − 2.61 ± 6.2 | −11.26 ± 7.75 | 27.26*** | .22 | 3.1 ± 4.95 | −3.51 ± 5.17 | 36.73*** | .27 |
mfcc6 | 3.85 ± 6.21 | 5.72 ± 6.88 | 0.54 | .01 | 4.33 ± 5.68 | 6.0 ± 6.51 | 0.47 | .00 | 0.72 ± 6.87 | 5.48 ± 8.15 | 7.73** | .07 | 4.2 ± 5.39 | 6.26 ± 6.73 | 1.05 | .01 |
mfcc7 | 0.02 ± 5.5 | − 7.46 ± 4.46 | 52.57*** | .35 | − 0.02 ± 4.93 | −7.51 ± 4.51 | 58.30*** | .37 | − 3.02 ± 5.37 | − 11.55 ± 4.97 | 55.80*** | .36 | −0.04 ± 5.08 | −6.95 ± 3.66 | 54.37*** | .35 |
mfcc8 | 1.86 ± 5.25 | 1.72 ± 4.71 | 0.05 | .00 | 1.22 ± 5.04 | 1.8 ± 4.62 | 0.30 | .00 | − 2.48 ± 8.24 | −0.51 ± 6.01 | 3.09 | .03 | 2.26 ± 4.43 | 1.61 ± 3.88 | 0.70 | .01 |
mfcc9 | 0.28 ± 4.86 | 2.56 ± 4.08 | 5.09* | .05 | 0.35 ± 5.33 | 1.96 ± 3.78 | 2.18 | .02 | − 2.81 ± 6.25 | − 0.01 ± 5 | 6.28* | .06 | 0.64 ± 4.78 | 2.42 ± 3.71 | 3.05 | .03 |
mfcc10 | 1.62 ± 5.62 | 0.42 ± 5.03 | 1.55 | .02 | 2.21 ± 5.32 | 0.52 ± 4.39 | 4.73* | .05 | − 1.1 ± 7.37 | − 3.51 ± 6.39 | 1.86 | .02 | 1.68 ± 5.47 | 1.21 ± 4.97 | 0.29 | .00 |
mfcc11 | −1.17 ± 4.27 | −1.29 ± 3.83 | 0.88 | .01 | −0.42 ± 4.25 | −0.35 ± 4 | 0.28 | .00 | −2.73 ± 5.8 | −2.63 ± 5.04 | 0.13 | .00 | −0.56 ± 3.93 | −0.14 ± 4 | 0.02 | .00 |
mfcc12 | − 2.03 ± 3.5 | − 1.04 ± 3.41 | 1.12 | .01 | −1.4 ± 3.53 | −1.06 ± 2.83 | 0.09 | .00 | −3.31 ± 3.96 | −3.72 ± 3.47 | 0.75 | .01 | −1.98 ± 3.3 | −1.26 ± 2.44 | 0.35 | .00 |
lsp0 | 0.2 ± 0.03 | 0.2 ± 0.04 | 0.45 | .00 | 0.2 ± 0.03 | 0.21 ± 0.04 | 0.87 | .01 | 0.2 ± 0.03 | 0.2 ± 0.02 | 1.05 | .01 | 0.2 ± 0.04 | 0.2 ± 0.03 | 0.09 | .00 |
lsp1 | 0.63 ± 0.05 | 0.62 ± 0.06 | 0.47 | .00 | 0.63 ± 0.05 | 0.61 ± 0.07 | 1.16 | .01 | 0.57 ± 0.04 | 0.58 ± 0.04 | 5.51* | .05 | 0.63 ± 0.05 | 0.61 ± 0.06 | 1.83 | .02 |
lsp2 | 0.98 ± 0.06 | 0.99 ± 0.05 | 0.42 | .00 | 0.98 ± 0.06 | 0.98 ± 0.06 | 0.00 | .00 | 0.92 ± 0.07 | 0.95 ± 0.05 | 9.53** | .09 | 0.99 ± 0.06 | 0.98 ± 0.05 | 0.10 | .00 |
lsp3 | 1.34 ± 0.07 | 1.3 ± 0.09 | 7.05** | .07 | 1.34 ± 0.06 | 1.3 ± 0.09 | 8.82** | .08 | 1.28 ± 0.07 | 1.24 ± 0.08 | 2.34 | .02 | 1.35 ± 0.06 | 1.3 ± 0.08 | 10.17** | .09 |
lsp4 | 1.67 ± 0.07 | 1.61 ± 0.1 | 11.87*** | .11 | 1.68 ± 0.06 | 1.6 ± 0.11 | 15.23*** | .13 | 1.61 ± 0.08 | 1.53 ± 0.1 | 13.03*** | .12 | 1.68 ± 0.06 | 1.61 ± 0.09 | 15.65*** | .14 |
lsp5 | 2.0 ± 0.06 | 1.95 ± 0.11 | 5.91* | .06 | 2.0 ± 0.05 | 1.95 ± 0.12 | 7.66** | .07 | 1.94 ± 0.07 | 1.88 ± 0.11 | 6.16* | .06 | 2.0 ± 0.06 | 1.95 ± 0.1 | 7.73** | .07 |
lsp6 | 2.37 ± 0.06 | 2.3 ± 0.11 | 9.87** | .09 | 2.38 ± 0.05 | 2.31 ± 0.11 | 13.83*** | .12 | 2.32 ± 0.07 | 2.23 ± 0.13 | 16.43*** | .14 | 2.38 ± 0.06 | 2.31 ± 0.1 | 13.30*** | .12 |
lsp7 | 2.72 ± 0.04 | 2.7 ± 0.06 | 7.80** | .07 | 2.73 ± 0.03 | 2.7 ± 0.05 | 11.11*** | .10 | 2.7 ± 0.05 | 2.65 ± 0.07 | 15.37*** | .13 | 2.73 ± 0.04 | 2.7 ± 0.05 | 7.50** | .07 |
zcr | 0.03 ± 0.01 | 0.03 ± 0.01 | 7.68** | .07 | 0.03 ± 0.01 | 0.03 ± 0.01 | 9.07** | .08 | 0.03 ± 0.01 | 0.04 ± 0.01 | 14.70*** | .13 | 0.03 ± 0.01 | 0.03 ± 0.01 | 1.85 | .02 |
vp | 0.55 ± 0.07 | 0.52 ± 0.05 | 5.67* | .05 | 0.54 ± 0.06 | 0.51 ± 0.05 | 7.34** | .07 | 0.6 ± 0.07 | 0.58 ± 0.07 | 9.10** | .08 | 0.55 ± 0.06 | 0.51 ± 0.05 | 8.00** | .07 |
F0 | 125.48 ± 51.38 | 92.61 ± 41.25 | 8.01** | .07 | 121.39 ± 45.68 | 87.43 ± 38.27 | 11.46*** | .10 | 147.96 ± 38.73 | 114.42 ± 37.68 | 21.22*** | .18 | 122.53 ± 44.32 | 88.1 ± 37.42 | 12.32*** | .11 |
F0env | 298.82 ± 39.73 | 275.57 ± 47.45 | 6.47* | .06 | 302.75 ± 36.76 | 277.74 ± 49.99 | 7.53** | .07 | 271.56 ± 40.91 | 235.74 ± 42.61 | 14.26*** | .13 | 304.12 ± 35.79 | 272.66 ± 46.23 | 12.46*** | .11 |