TABLE IV.
Language and Speech Measure Group Differences When Measures Are Derived From Either Manual or Automatic Annotations.
Feature ID | Measure | Logical Memory I | Logical Memory II | t(72) | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|
CDR=0 | CDR=0.5 | t(72) | CDR=0 | CDR=0.5 | |||||||
mean | SD | mean | SD | mean | SD | mean | SD | ||||
1 | Words per retell | 69.22 | 23.01 | 64.22 | 28.25 | 0.83 | 70.43 | 28.83 | 61.03 | 31.91 | 1.33 |
2 | Utter. per retell | 8.41 | 3.08 | 8.70 | 4.30 | −0.33 | 8.03 | 3.59 | 7.54 | 4.10 | 0.55 |
3 | Words per utter. | 8.72 | 2.60 | 7.91 | 3.57 | 1.12 | 9.28 | 3.01 | 8.09 | 4.14 | 1.41 |
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Language Measures | |||||||||||
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4 | Words per clause | 6.20 | 1.48 | 5.47 | 1.53 | 2.09* | 6.49 | 1.29 | 5.17 | 1.87 | 3.53*** |
Automated: | 6.23 | 1.58 | 5.25 | 1.34 | 2.88** | 6.34 | 1.29 | 5.15 | 1.79 | 3.28*** | |
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5 | Frazier per word | 1.07 | 0.10 | 1.10 | 0.11 | −1.23 | 1.05 | 0.07 | 1.05 | 0.27 | 0.00 |
Automated: | 1.05 | 0.08 | 1.08 | 0.09 | −1.52 | 1.03 | 0.08 | 1.02 | 0.26 | 0.22 | |
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6 | Tree Nodes per word | 2.00 | 0.09 | 2.03 | 0.10 | −1.36 | 1.98 | 0.07 | 1.93 | 0.47 | 0.64 |
Automated: | 1.98 | 0.08 | 2.01 | 0.09 | −1.52 | 1.96 | 0.07 | 1.90 | 0.47 | 0.77 | |
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7 | Yngve per word | 1.49 | 0.27 | 1.48 | 0.42 | 0.12 | 1.57 | 0.26 | 1.38 | 0.49 | 2.08* |
Automated: | 1.41 | 0.22 | 1.39 | 0.30 | 0.33 | 1.54 | 0.29 | 1.32 | 0.47 | 2.42** | |
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8 | Depend Len per word | 1.57 | 0.29 | 1.55 | 0.41 | 0.24 | 1.66 | 0.28 | 1.47 | 0.48 | 2.08* |
Automated: | 1.50 | 0.22 | 1.49 | 0.34 | 0.15 | 1.65 | 0.32 | 1.43 | 0.47 | 2.35* | |
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9 | POS cross entropy (LM) | 2.09 | 0.24 | 2.00 | 0.22 | 1.68* | 2.10 | 0.25 | 1.96 | 0.54 | 1.43 |
Automated: | 2.11 | 0.23 | 2.02 | 0.20 | 1.80* | 2.12 | 0.24 | 1.98 | 0.53 | 1.46 | |
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10 | POS cross entropy (SW) | 2.06 | 0.20 | 2.00 | 0.19 | 1.32 | 2.08 | 0.21 | 1.94 | 0.51 | 1.54 |
Automated: | 2.07 | 0.20 | 2.01 | 0.17 | 1.39 | 2.08 | 0.20 | 1.94 | 0.51 | 1.55 | |
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11 | P-Density per word | 0.40 | 0.07 | 0.41 | 0.09 | −0.53 | 0.44 | 0.07 | 0.43 | 0.13 | 0.41 |
Automated: | 0.40 | 0.07 | 0.40 | 0.09 | 0.00 | 0.43 | 0.07 | 0.43 | 0.13 | 0.00 | |
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12 | Content Density | 1.07 | 0.27 | 0.90 | 0.30 | 2.56** | 1.03 | 0.30 | 0.88 | 0.32 | 2.08* |
Automated: | 1.04 | 0.27 | 0.87 | 0.30 | 2.56** | 1.01 | 0.29 | 0.84 | 0.32 | 2.39* | |
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Speech Measures | |||||||||||
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13 | Pauses per retell | 8.86 | 5.73 | 9.65 | 4.65 | −0.65 | 7.46 | 4.62 | 6.84 | 4.78 | 0.57 |
Automated: | 9.30 | 5.64 | 10.05 | 5.03 | −0.60 | 7.92 | 5.18 | 7.08 | 5.29 | 0.69 | |
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14 | Total Pause Time | 21.46 | 21.81 | 18.69 | 12.51 | 0.67 | 11.91 | 10.39 | 11.67 | 11.78 | 0.09 |
Automated: | 18.66 | 17.36 | 18.29 | 12.24 | 0.11 | 11.56 | 9.71 | 11.60 | 11.78 | −0.02 | |
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15 | Mean Pause Duration | 2.04 | 1.38 | 1.86 | 0.78 | 0.69 | 1.41 | 0.88 | 1.41 | 0.91 | 0.00 |
Automated: | 1.80 | 0.94 | 1.76 | 0.73 | 0.20 | 1.32 | 0.80 | 1.35 | 0.78 | −0.16 | |
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16 | Standardized Pause Rate | 10.72 | 10.03 | 7.21 | 3.70 | 2.00* | 13.62 | 12.94 | 9.66 | 6.97 | 1.64 |
Automated: | 10.93 | 9.49 | 7.50 | 5.46 | 1.91* | 12.08 | 10.18 | 9.76 | 7.40 | 1.12 | |
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17 | Total Phonation Time | 24.20 | 9.49 | 20.55 | 8.43 | 1.75* | 24.04 | 9.35 | 19.05 | 10.68 | 2.14* |
Automated: | 23.86 | 11.64 | 20.23 | 8.68 | 1.52 | 22.37 | 8.49 | 18.49 | 10.64 | 1.73* | |
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18 | Phonation Rate | 0.62 | 0.21 | 0.56 | 0.15 | 1.41 | 0.72 | 0.18 | 0.65 | 0.23 | 1.46 |
Automated: | 0.63 | 0.18 | 0.55 | 0.15 | 2.08* | 0.71 | 0.17 | 0.64 | 0.23 | 1.49 | |
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19 | Transformed Phonation Rate | 0.93 | 0.25 | 0.85 | 0.16 | 1.64 | 1.04 | 0.23 | 0.94 | 0.31 | 1.58 |
Automated: | 0.93 | 0.20 | 0.85 | 0.17 | 1.85* | 1.03 | 0.23 | 0.94 | 0.32 | 1.39 | |
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20 | Standardized Phonation Time | 2.98 | 0.61 | 3.01 | 0.58 | −0.22 | 3.06 | 0.67 | 3.02 | 0.88 | 0.22 |
Automated: | 3.18 | 0.69 | 3.19 | 0.70 | −0.06 | 3.22 | 0.68 | 3.17 | 0.96 | 0.26 | |
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21 | Verbal Rate | 1.88 | 0.79 | 1.69 | 0.57 | 1.19 | 2.21 | 0.80 | 2.07 | 0.82 | 0.74 |
Automated: | 2.03 | 0.79 | 1.76 | 0.61 | 1.65 | 2.32 | 0.87 | 2.13 | 0.83 | 0.96 |
p < 0.001;
p < 0.01;
p < 0.05