This page provides the code that has been used in data processing and generating the figures.

library(readr)
library(stringr)
library(dplyr)
library(tidyr)
library(kableExtra)

Data cleaning

A basic data clearning function, to derive necessary variables.

data.clean <- function(dataframe){
  dataframe <- dataframe %>%
    mutate(
    dia = str_extract(filename,"diaN?[1-2]?n?"),
    condition = str_split_i(filename, "diaN?[1-2]?n?",-1),
    focus = str_sub(filename,-1,-1),
    tone = str_sub(condition,1,str_length(condition)-1),
    participant = str_extract(filename, "S[0-9]+"),
    char_duration = maxTime - minTime,
    tone = as.factor(tone),
    focus = as.factor(focus),
    participant = as.factor(participant)
  )
}

The initial data, after applying the cleaning function, is shown below (first 200 rows are shown).

changsha.raw <- read_tsv("./data/Changsha_data.tsv", col_names = TRUE,show_col_types = FALSE)
changsha.clean <- data.clean(changsha.raw)

changsha.clean %>%
  head(200) %>%
  kable(format = "html", col.names = colnames(changsha.clean)) %>%
  kable_styling() %>%
  kableExtra::scroll_box(width = "100%", height = "300px")
filename idx character case minTime maxTime rhyme rhyme_duration f0min f0max f0min_time f0max_time t1 t2 t3 t4 t5 t6 t7 t8 t9 t10 t11 t12 t13 t14 t15 t16 t17 t18 t19 t20 dia condition focus tone participant char_duration
S22diaNA1 1 Name(prefix) 0.70250 0.92250 yaw 0.08688 122.500 128.777 0.9225000 0.8392290 128.777 128.669 128.035 127.401 126.808 126.233 125.782 125.735 125.688 125.585 125.466 125.387 125.400 125.414 125.203 124.950 124.446 123.517 122.589 122.334 diaN A1 1 A S22 0.22000
S22diaNA1 2 Name 0.92250 1.15250 iN 0.19711 109.308 126.590 0.9809709 1.1248499 115.816 112.240 109.922 109.738 110.210 110.272 110.591 111.578 112.337 113.994 117.096 119.746 121.861 123.447 124.415 125.133 125.845 126.386 125.755 123.065 diaN A1 1 A S22 0.23000
S22diaNA1 3 Verb 1.15250 1.28973 @y 0.06631 109.481 120.872 1.2897300 1.2234200 121.055 120.690 120.757 120.825 120.853 120.792 120.732 120.649 120.298 119.948 119.597 118.610 117.507 116.404 115.339 114.298 113.257 112.243 111.274 110.304 diaN A1 1 A S22 0.13723
S22diaNA1 4 Aspect 1.28973 1.36560 a 0.04766 101.565 107.360 1.3656000 1.3288304 106.908 107.052 107.146 107.200 107.255 107.309 107.346 107.123 106.900 106.677 106.454 106.128 105.725 105.321 104.917 104.495 103.833 103.171 102.509 101.847 diaN A1 1 A S22 0.07587
S22diaNA1 5 Classifier 1.36560 1.47250 a 0.06000 118.172 121.050 1.4125000 1.4338246 116.067 117.258 118.360 119.166 119.971 120.777 121.047 121.044 121.040 121.017 120.793 120.569 120.345 120.177 120.062 119.946 119.830 119.588 119.340 119.092 diaN A1 1 A S22 0.10690
S22diaNA1 6 Object 1.47250 1.70063 E 0.17927 111.705 125.276 1.5534817 1.6766435 113.491 112.802 112.297 111.855 111.716 112.497 113.533 114.213 114.633 115.075 115.666 116.749 117.902 119.298 120.895 122.563 124.135 125.141 124.825 122.049 diaN A1 1 A S22 0.22813
S22diaNA1 7 Object(suffix) 1.70063 1.85578 I 0.06393 112.130 114.044 1.8068322 1.8457800 113.917 113.848 113.741 113.634 113.338 112.903 112.468 112.153 112.255 112.357 112.460 112.697 112.954 113.211 113.444 113.656 113.868 114.097 114.414 114.732 diaN A1 1 A S22 0.15515
S22diaND1 1 Name(prefix) 0.26250 0.44250 yaw 0.08000 122.230 129.139 0.4277267 0.3625000 129.800 129.369 128.846 128.215 127.481 125.989 124.496 124.110 124.043 124.140 124.452 124.748 124.883 125.017 124.155 122.951 122.349 122.646 122.943 123.222 diaN D1 1 D S22 0.18000
S22diaND1 2 Name 0.44250 0.65250 iN 0.18241 130.167 211.174 0.4700900 0.6139315 130.110 131.796 135.584 140.367 146.450 151.525 156.513 160.386 166.697 175.509 181.955 187.277 193.117 198.811 205.068 209.851 210.733 210.000 209.623 207.986 diaN D1 1 D S22 0.21000
S22diaND1 3 Verb 0.65250 0.77250 @ 0.08551 125.913 172.315 0.7725000 0.6869900 172.806 170.150 167.758 165.055 162.228 158.714 154.567 151.029 148.748 146.476 144.260 142.044 140.133 138.240 136.317 134.384 132.699 131.212 129.544 127.560 diaN D1 1 D S22 0.12000
S22diaND1 4 Aspect 0.77250 0.85662 a 0.05418 105.981 118.910 0.8566200 0.8024400 120.350 119.779 119.208 118.428 117.421 116.413 115.419 115.179 114.939 114.700 114.446 114.182 113.919 113.567 112.388 111.209 110.031 108.937 107.891 106.845 diaN D1 1 D S22 0.08412
S22diaND1 5 Classifier 0.85662 1.05250 a 0.13000 111.699 122.069 1.0454610 0.9382150 117.579 120.570 121.795 121.832 120.791 119.761 118.834 118.102 117.513 117.103 116.886 116.795 116.648 116.434 116.040 115.709 115.269 114.410 112.823 111.981 diaN D1 1 D S22 0.19588
S22diaND1 6 Object 1.05250 1.22182 o 0.13971 125.340 202.889 1.0821100 1.1985219 121.338 124.662 127.882 131.103 134.345 137.496 140.244 144.034 149.405 155.046 160.529 166.800 174.611 186.884 195.249 200.406 202.712 202.847 198.330 193.190 diaN D1 1 D S22 0.16932
S22diaND1 7 Object(suffix) 1.22182 1.43246 I 0.06318 100.611 116.773 1.3998965 1.3392800 117.504 116.975 116.523 116.117 115.711 115.742 116.008 116.274 115.757 114.877 113.996 112.859 111.619 110.380 109.082 107.764 106.447 104.700 102.832 100.964 diaN D1 1 D S22 0.21064
S22diaB2 1 Name(prefix) 0.15221 0.35930 yaw 0.08678 118.984 130.001 0.3593000 0.2758262 130.001 129.241 126.050 123.005 121.707 120.410 119.948 119.561 119.711 120.033 121.147 122.797 123.921 124.361 124.118 122.068 120.184 119.598 119.012 118.619 dia B2 2 B S22 0.20709
S22diaB2 2 Name 0.35930 0.68410 iN 0.29932 96.746 157.706 0.4620565 0.6841000 110.291 107.315 104.728 104.019 101.998 98.665 105.309 107.488 112.121 116.159 123.322 130.187 136.967 141.484 146.302 149.950 153.032 153.422 156.176 157.638 dia B2 2 B S22 0.32480
S22diaB2 0 EXTRA 0.68410 0.89783 ey 0.18533 126.520 155.712 0.8978300 0.7125000 155.939 155.385 154.903 154.218 153.464 153.225 153.401 153.457 153.010 152.086 150.814 149.331 147.838 146.168 144.319 142.608 140.960 137.514 133.217 130.295 dia B2 2 B S22 0.21373
S22diaB2 3 Verb 0.89783 1.03585 ia 0.05995 109.629 118.810 1.0095848 0.9789512 118.810 118.810 117.205 115.571 113.938 113.464 113.189 112.913 112.092 111.066 110.040 109.815 110.126 110.436 110.980 111.786 112.591 113.301 113.829 114.358 dia B2 2 B S22 0.13802
S22diaB2 4 Aspect 1.03585 1.10545 a 0.04226 114.569 121.277 1.1054500 1.0794845 120.013 120.240 120.457 120.674 120.891 121.031 121.094 121.156 121.219 121.264 121.047 120.829 120.612 120.394 119.504 118.209 116.915 115.620 114.290 112.809 dia B2 2 B S22 0.06960
S22diaB2 5 Classifier 1.10545 1.21809 a 0.04633 124.655 139.018 1.2180900 1.1717600 140.900 139.828 138.763 137.723 136.683 135.642 134.600 133.551 132.501 131.452 130.445 129.678 128.912 128.145 127.386 126.694 126.001 125.308 124.597 123.567 dia B2 2 B S22 0.11264
S22diaB2 6 Object 1.21809 1.40432 @n 0.16112 102.049 121.387 1.2761969 1.3881623 114.634 110.303 106.140 103.147 102.168 102.639 104.006 105.815 107.550 109.715 111.483 113.121 114.550 115.619 116.088 115.901 117.372 120.105 121.178 119.617 dia B2 2 B S22 0.18623
S22diaB2 7 Object(suffix) 1.40432 1.49879 I 0.04261 129.939 140.683 1.4561800 1.4987900 129.777 130.081 130.326 130.571 130.816 131.119 131.690 132.260 132.831 133.401 134.259 135.199 136.138 137.078 137.922 138.608 139.295 139.981 140.667 140.890 dia B2 2 B S22 0.09447
S22diaB2 0 Other final 1.49879 1.65661 ey 0.18533 126.520 155.712 0.8978300 0.7125000 155.939 155.385 154.903 154.218 153.464 153.225 153.401 153.457 153.010 152.086 150.814 149.331 147.838 146.168 144.319 142.608 140.960 137.514 133.217 130.295 dia B2 2 B S22 0.15782
S22diaN1A2 1 Name(prefix) 0.07250 0.29250 yaw 0.09465 115.540 124.156 0.2808271 0.1978500 124.895 124.362 123.148 121.506 120.358 120.129 119.920 119.933 119.945 120.121 120.332 120.558 120.796 120.935 120.836 120.671 118.374 116.077 116.563 117.899 diaN1 A2 2 A S22 0.22000
S22diaN1A2 2 Name 0.29250 0.57250 iN 0.23810 101.714 133.860 0.4175478 0.5405030 108.444 106.310 104.617 103.523 102.861 102.741 102.260 101.752 102.385 103.123 106.119 113.307 119.822 124.168 127.693 130.315 133.020 133.858 133.395 129.462 diaN1 A2 2 A S22 0.28000
S22diaN1A2 3 Verb 0.57250 0.75250 @y 0.09000 103.882 111.183 0.7307457 0.6625000 111.855 110.805 109.898 108.993 108.158 107.322 106.712 106.220 105.793 105.533 105.273 104.895 104.503 104.219 104.038 103.896 104.004 104.113 104.348 104.626 diaN1 A2 2 A S22 0.18000
S22diaN1A2 4 Aspect 0.75250 0.80491 a 0.05241 96.681 104.755 0.8049100 0.7525000 104.794 104.783 104.772 104.760 104.691 104.575 104.458 104.341 104.155 103.885 103.616 103.347 102.901 102.153 101.406 100.658 99.884 99.043 98.202 97.361 diaN1 A2 2 A S22 0.05241
S22diaN1A2 5 Classifier 0.80491 0.91730 a 0.07453 110.984 114.804 0.9173000 0.8646857 112.534 113.573 114.034 114.344 114.655 114.720 114.763 114.791 114.491 114.191 113.873 113.462 113.052 112.630 112.177 111.724 111.391 111.225 111.060 110.933 diaN1 A2 2 A S22 0.11239
S22diaN1A2 6 Object 0.91730 1.14959 E 0.20162 104.364 112.998 1.0109771 1.1237576 108.442 107.552 106.690 105.850 105.178 104.697 104.369 104.468 104.793 104.979 105.251 105.784 106.428 107.235 108.458 109.984 111.582 112.706 112.631 110.797 diaN1 A2 2 A S22 0.23229
S22diaN1A2 7 Object(suffix) 1.14959 1.30787 I 0.06537 99.288 106.091 1.2920978 1.2425000 106.114 105.461 104.469 103.476 102.652 102.133 101.613 101.108 100.774 100.439 100.105 99.869 99.657 99.445 99.335 99.318 99.301 99.521 100.476 101.432 diaN1 A2 2 A S22 0.15828
S22diaF2 1 Name(prefix) 0.16126 0.35306 yaw 0.08794 107.092 120.065 0.3530600 0.2683277 120.065 119.760 118.635 117.510 116.885 116.361 115.920 115.606 115.292 114.728 114.154 113.631 113.155 112.647 111.794 110.940 109.695 108.238 106.812 105.500 dia F2 2 F S22 0.19180
S22diaF2 2 Name 0.35306 0.58927 o 0.18458 83.894 131.543 0.4483248 0.5743957 87.464 85.380 84.992 85.304 84.725 83.974 85.995 86.815 88.935 89.576 90.087 93.077 96.646 100.211 109.868 116.931 122.190 127.149 131.117 130.815 dia F2 2 F S22 0.23621
S22diaF2 3 Verb 0.58927 0.75460 y@ 0.09392 113.317 134.971 0.7546000 0.6615946 134.705 134.814 133.625 132.436 132.025 131.750 131.218 130.492 129.436 127.562 125.689 124.086 122.483 121.269 120.205 119.047 117.771 116.462 114.979 113.495 dia F2 2 F S22 0.16533
S22diaF2 4 Aspect 0.75460 0.79028 a 0.03568 107.122 111.233 0.7902800 0.7546000 112.514 112.167 111.820 111.473 111.128 110.788 110.449 110.109 109.769 109.429 109.088 108.743 108.399 108.054 107.709 107.364 107.019 106.672 106.325 105.978 dia F2 2 F S22 0.03568
S22diaF2 5 Classifier 0.79028 0.86448 a 0.03786 112.255 118.546 0.8574614 0.8341857 117.726 117.889 118.051 118.213 118.375 118.537 118.209 117.854 117.499 117.144 116.788 116.318 115.562 114.806 114.049 113.293 112.537 112.757 113.558 114.358 dia F2 2 F S22 0.07420
S22diaF2 6 Object 0.86448 1.11598 @ 0.15868 100.441 116.308 0.9884640 1.0756256 103.821 102.329 101.523 100.843 100.532 100.786 101.189 102.379 104.068 105.957 108.577 110.876 112.978 115.177 116.004 116.239 115.782 114.030 111.320 109.078 dia F2 2 F S22 0.25150
S22diaND5 1 Name(prefix) 0.26250 0.44250 yaw 0.06373 107.305 115.602 0.3787700 0.3877441 103.840 109.198 114.556 113.616 111.149 108.682 107.381 107.552 107.723 107.934 108.613 109.293 109.972 110.366 110.649 110.931 111.412 112.254 113.097 113.939 diaN D5 5 D S22 0.18000
S22diaND5 2 Name 0.44250 0.54250 iN 0.07783 124.700 140.790 0.4646700 0.5425000 122.788 123.881 124.969 126.043 127.117 128.092 128.968 129.844 131.521 133.474 135.428 136.405 137.373 138.259 138.881 139.502 139.993 140.344 140.695 140.888 diaN D5 5 D S22 0.10000
S22diaND5 3 Verb 0.54250 0.69250 @ 0.10860 105.249 129.122 0.6925000 0.5839000 131.975 129.126 127.982 126.831 125.282 123.728 122.107 120.488 118.883 117.230 115.175 113.249 112.164 111.061 109.860 108.696 107.700 106.735 105.890 105.023 diaN D5 5 D S22 0.15000
S22diaND5 4 Aspect 0.69250 0.77250 a 0.04924 100.730 102.814 0.7641974 0.7350287 102.418 102.548 102.679 102.723 102.749 102.775 102.800 102.703 102.466 102.229 101.992 101.754 101.512 101.270 101.028 100.786 100.770 100.823 100.876 100.929 diaN D5 5 D S22 0.08000
S22diaND5 5 Classifier 0.77250 0.84250 a 0.04000 103.997 109.335 0.8025000 0.8425000 103.853 104.231 104.763 105.295 105.828 106.360 106.874 107.172 107.471 107.769 108.068 108.366 108.568 108.734 108.899 109.065 109.230 109.357 109.417 109.476 diaN D5 5 D S22 0.07000
S22diaND5 6 Object 0.84250 1.02560 o 0.15176 113.009 151.192 0.8738400 0.9996232 112.665 113.245 113.881 114.569 116.123 118.358 120.351 122.962 125.855 128.842 132.394 136.191 140.129 143.469 146.548 149.188 150.912 150.816 149.136 145.775 diaN D5 5 D S22 0.18310
S22diaND5 7 Object(suffix) 1.02560 1.16285 I 0.05035 104.150 113.994 1.1312441 1.1025000 114.232 113.518 112.660 111.802 110.944 109.918 108.496 107.074 105.652 104.289 104.256 104.223 104.190 104.157 104.456 104.845 105.233 105.622 106.082 106.606 diaN D5 5 D S22 0.13725
S22diaC2 1 Name(prefix) 0.15250 0.35250 yaw 0.08264 147.314 153.705 0.3525000 0.3298801 148.140 148.668 149.192 149.593 149.993 150.268 150.543 150.816 151.090 151.431 151.774 152.424 153.085 153.395 153.685 153.604 153.494 150.692 147.632 146.654 dia C2 2 C S22 0.20000
S22diaC2 2 Name 0.35250 0.59863 iN 0.20024 164.422 192.434 0.3983900 0.5755556 162.868 165.702 168.611 171.136 171.930 172.116 173.905 179.816 183.049 185.727 187.475 189.269 190.584 191.323 191.749 191.667 191.740 192.145 192.369 191.134 dia C2 2 C S22 0.24613
S22diaC2 3 Verb 0.59863 0.75829 @ 0.09966 153.870 181.797 0.7582900 0.6586300 182.485 181.095 179.563 178.590 177.742 176.670 175.698 174.853 174.078 173.305 172.334 171.291 170.147 168.676 167.020 164.473 161.710 158.634 156.084 153.744 dia C2 2 C S22 0.15966
S22diaC2 4 Aspect 0.75829 0.79286 a 0.03457 140.018 150.458 0.7928600 0.7582900 151.703 150.995 150.220 149.228 148.236 147.244 146.252 145.486 145.032 144.579 144.125 143.672 143.059 142.339 141.619 140.899 140.179 139.139 138.006 136.874 dia C2 2 C S22 0.03457
S22diaC2 5 Classifier 0.79286 0.97992 a 0.10225 148.536 158.831 0.8776700 0.9505468 148.347 149.994 151.472 152.768 153.643 154.315 154.980 155.670 156.395 156.980 157.527 158.072 158.460 158.708 158.787 158.770 158.539 158.185 157.748 155.281 dia C2 2 C S22 0.18706
S22diaC2 6 Object 0.97992 1.12041 i 0.10233 157.043 167.367 1.1204100 1.0950069 160.203 158.407 159.121 162.880 164.930 164.740 164.710 164.714 164.688 164.699 164.740 165.070 165.523 166.212 166.820 167.351 166.872 166.048 164.712 160.908 dia C2 2 C S22 0.14049
S22diaC2 7 Object(suffix) 1.12041 1.33724 I 0.11273 136.581 142.741 1.3272400 1.2678215 136.381 136.626 137.153 137.909 138.836 139.906 140.914 141.803 142.280 142.574 142.623 142.070 141.156 140.187 139.429 139.143 138.968 138.737 138.161 137.381 dia C2 2 C S22 0.21683
S22diaNA5 1 Name(prefix) 0.65876 0.83250 yaw 0.08329 112.654 132.949 0.8325000 0.7506236 132.949 132.771 132.501 131.922 128.130 124.337 122.033 121.131 120.229 119.711 119.216 118.757 118.356 117.956 117.296 116.569 115.713 114.411 113.108 111.842 diaN A5 5 A S22 0.17374
S22diaNA5 2 Name 0.83250 0.96250 iN 0.10676 105.200 112.095 0.9625000 0.9321182 107.445 106.878 106.347 105.944 105.622 105.406 105.259 106.206 107.887 109.097 109.983 110.716 111.340 111.745 111.990 111.917 111.605 111.043 110.287 108.136 diaN A5 5 A S22 0.13000
S22diaNA5 3 Verb 0.96250 1.13250 @y 0.08928 105.469 109.545 1.1304926 1.0728891 107.078 107.338 107.667 108.129 108.591 108.982 109.368 109.392 109.111 108.780 108.153 107.525 107.097 106.738 106.416 106.167 105.917 105.732 105.552 105.473 diaN A5 5 A S22 0.17000
S22diaNA5 4 Aspect 1.13250 1.19250 a 0.03000 98.072 99.366 1.1794407 1.1625000 101.257 100.783 100.309 99.835 99.364 99.183 99.002 98.820 98.639 98.458 98.277 98.096 98.216 98.381 98.547 98.712 98.877 99.042 99.208 99.618 diaN A5 5 A S22 0.06000
S22diaNA5 5 Classifier 1.19250 1.27250 a 0.05000 113.861 114.559 1.2225000 1.2462987 112.324 112.698 113.073 113.447 113.822 114.007 114.170 114.333 114.495 114.529 114.478 114.427 114.377 114.310 114.210 114.109 114.008 113.915 114.002 114.089 diaN A5 5 A S22 0.08000
S22diaNA5 6 Object 1.27250 1.51880 E 0.19990 105.784 115.599 1.5188000 1.4601892 107.650 106.397 105.839 105.962 105.950 106.647 107.054 107.402 108.099 109.128 110.543 112.279 113.879 115.128 115.578 115.372 114.978 114.352 112.369 107.768 diaN A5 5 A S22 0.24630
S22diaNA5 7 Object(suffix) 1.51880 1.68250 I 0.08000 96.894 104.817 1.6491508 1.6720522 103.652 103.402 103.036 102.652 102.224 101.600 100.975 100.321 99.637 98.953 98.673 98.478 98.233 97.704 97.175 97.330 98.261 99.191 100.989 103.016 diaN A5 5 A S22 0.16370
S22diaN1D2 1 Name(prefix) 0.12250 0.30250 yaw 0.06995 117.737 120.743 0.2645985 0.2929156 119.381 119.431 119.481 119.320 119.043 118.767 118.477 118.179 117.880 117.796 117.911 118.025 118.243 118.585 118.927 119.341 119.866 120.392 120.443 119.534 diaN1 D2 2 D S22 0.18000
S22diaN1D2 2 Name 0.30250 0.48229 iN 0.13583 124.683 200.340 0.3464600 0.4813982 124.360 127.226 130.371 133.160 135.646 137.952 140.227 144.063 149.626 155.417 162.675 172.998 179.459 184.198 187.013 189.832 192.651 195.110 197.556 199.985 diaN1 D2 2 D S22 0.17979
S22diaN1D2 3 Verb 0.48229 0.66783 @ 0.11705 112.343 159.117 0.6678300 0.5507800 159.811 154.792 149.884 145.268 140.356 134.380 129.778 127.360 125.330 123.610 122.105 120.680 119.228 117.802 116.807 115.803 114.768 113.752 112.765 111.735 diaN1 D2 2 D S22 0.18554
S22diaN1D2 4 Aspect 0.66783 0.70578 a 0.03795 103.419 110.395 0.7057800 0.6678300 110.671 110.309 109.880 109.450 109.021 108.591 108.162 107.700 107.211 106.723 106.234 105.746 105.257 104.924 104.606 104.288 103.971 103.653 103.386 103.261 diaN1 D2 2 D S22 0.03795
S22diaN1D2 5 Classifier 0.70578 0.79250 a 0.04455 108.928 109.803 0.7479500 0.7925000 108.174 108.666 109.157 109.649 109.754 109.766 109.778 109.791 109.803 109.622 109.440 109.258 109.076 108.941 109.009 109.077 109.145 109.213 109.366 109.659 diaN1 D2 2 D S22 0.08672
S22diaN1D2 6 Object 0.79250 0.97581 o 0.14073 117.939 147.272 0.8350800 0.9443055 116.432 118.570 121.883 124.471 126.489 127.283 128.468 130.075 133.346 136.266 138.903 141.104 143.196 145.185 146.303 147.003 147.263 145.985 143.632 139.988 diaN1 D2 2 D S22 0.18331
S22diaN1D2 7 Object(suffix) 0.97581 1.15289 I 0.07039 99.864 105.288 1.1162801 1.0825000 114.879 106.980 103.959 103.416 102.873 102.179 101.393 100.606 100.194 100.061 99.927 100.125 100.617 101.108 101.663 102.285 102.906 103.549 104.217 104.885 diaN1 D2 2 D S22 0.17708
S22diaNC1 1 Name(prefix) 0.11250 0.29250 yaw 0.08000 119.162 124.511 0.2387230 0.2925000 123.163 123.164 122.797 121.537 120.276 119.646 119.411 119.177 119.650 120.172 120.786 121.668 122.551 123.143 123.523 123.904 124.133 124.346 124.620 125.111 diaN C1 1 C S22 0.18000
S22diaNC1 2 Name 0.29250 0.45250 iN 0.12569 125.255 129.024 0.4525000 0.4013759 126.141 126.174 126.527 127.478 127.896 128.019 127.944 127.761 127.265 127.461 128.273 128.710 128.980 128.610 128.138 127.522 126.976 126.458 125.750 125.074 diaN C1 1 C S22 0.16000
S22diaNC1 3 Verb 0.45250 0.56250 @ 0.06118 120.842 124.596 0.5625000 0.5060324 124.355 124.456 124.557 124.418 124.128 123.839 123.538 123.148 122.759 122.369 122.116 121.952 121.787 121.633 121.577 121.520 121.463 121.337 121.166 120.996 diaN C1 1 C S22 0.11000
S22diaNC1 4 Aspect 0.56250 0.66028 a 0.06778 98.416 114.012 0.6602800 0.5925000 114.484 113.445 112.210 110.976 109.889 109.151 108.412 107.682 106.999 106.317 105.635 105.167 104.705 104.243 103.904 103.594 103.283 102.193 100.688 99.182 diaN C1 1 C S22 0.09778
S22diaNC1 5 Classifier 0.66028 0.78327 a 0.06077 116.468 119.141 0.7832700 0.7332069 118.610 118.822 118.942 119.062 119.093 118.954 118.814 118.674 118.561 118.454 118.347 118.216 118.026 117.836 117.646 117.356 117.034 116.713 116.426 116.251 diaN C1 1 C S22 0.12299
S22diaNC1 6 Object 0.78327 1.02250 i 0.18895 105.549 122.302 1.0225000 0.8494429 121.802 122.185 122.273 121.982 121.799 121.752 121.893 121.937 121.806 121.609 121.382 121.083 120.556 120.052 119.398 118.179 115.093 110.716 107.316 105.480 diaN C1 1 C S22 0.23923
S22diaNC1 7 Object(suffix) 1.02250 1.18479 I 0.06662 95.940 101.406 1.1621882 1.1052448 101.138 101.223 101.309 101.394 101.082 100.706 100.331 100.124 100.008 99.893 99.787 99.696 99.604 99.453 99.087 98.720 98.353 97.604 96.854 96.104 diaN C1 1 C S22 0.16229
S22diaN1B2 1 Name(prefix) 0.10739 0.29249 yaw 0.08497 120.635 143.835 0.2924900 0.2075200 145.157 144.406 142.989 139.443 135.898 133.216 132.580 131.944 131.296 130.626 129.956 129.287 128.619 127.952 127.210 126.385 125.560 124.357 122.816 121.274 diaN1 B2 2 B S22 0.18510
S22diaN1B2 2 Name 0.29249 0.55250 iN 0.23403 83.164 109.358 0.4281662 0.3184700 109.445 105.475 101.404 97.791 92.644 89.943 90.139 87.226 85.955 83.934 84.499 87.889 92.104 95.057 97.842 102.271 106.170 108.414 109.089 106.941 diaN1 B2 2 B S22 0.26001
S22diaN1B2 3 Verb 0.55250 0.72691 ia 0.12977 100.730 107.443 0.7269100 0.6025028 107.443 107.014 104.541 102.533 101.941 101.618 101.867 102.348 103.188 103.890 104.437 104.649 104.577 104.230 103.710 103.200 102.693 101.844 100.888 99.877 diaN1 B2 2 B S22 0.17441
S22diaN1B2 4 Aspect 0.72691 0.75863 a 0.03172 94.787 98.779 0.7399905 0.7586300 98.856 98.447 97.943 97.438 96.934 96.429 95.925 95.420 94.916 95.164 95.671 96.177 96.684 97.190 97.696 98.203 98.709 99.368 100.050 100.732 diaN1 B2 2 B S22 0.03172
S22diaN1B2 5 Classifier 0.75863 0.82209 a 0.04419 112.258 117.177 0.8220900 0.7916170 113.885 114.486 115.087 115.688 116.289 116.890 116.992 116.638 116.284 115.930 115.575 115.221 114.727 114.212 113.697 113.182 112.667 112.055 111.076 110.097 diaN1 B2 2 B S22 0.06346
S22diaN1B2 6 Object 0.82209 1.05978 @n 0.20658 90.412 102.176 0.9195967 0.8532000 104.020 102.406 98.435 95.490 93.215 91.177 90.414 90.533 90.897 91.667 92.251 92.318 93.104 93.866 94.743 96.482 98.476 99.517 99.903 99.582 diaN1 B2 2 B S22 0.23769
S22diaN1B2 7 Object(suffix) 1.05978 1.24123 I 0.08686 64.493 100.773 1.2275028 1.1850054 99.249 99.174 99.151 99.485 99.819 100.114 100.293 100.472 100.608 100.674 100.740 100.483 99.893 99.303 98.229 96.852 95.474 87.277 76.639 66.002 diaN1 B2 2 B S22 0.18145
S22diaNF1 1 Name(prefix) 0.15857 0.32658 yaw 0.07685 120.473 140.312 0.3265800 0.2499150 140.312 138.644 136.892 135.303 134.546 133.789 133.249 133.069 132.888 132.533 132.054 131.576 130.670 129.657 128.638 127.084 125.530 124.015 122.635 121.255 diaN F1 1 F S22 0.16801
S22diaNF1 2 Name 0.32658 0.56891 o 0.20755 95.310 137.719 0.4485178 0.5508551 110.961 109.230 107.675 105.173 102.143 101.037 99.915 96.198 95.408 95.671 99.140 107.587 111.436 115.689 120.234 126.022 129.806 134.780 137.352 136.458 diaN F1 1 F S22 0.24233
S22diaNF1 3 Verb 0.56891 0.75409 y@ 0.10467 119.954 129.597 0.7540900 0.6494200 131.747 130.273 129.289 128.720 128.353 128.193 127.924 127.520 127.050 126.480 125.973 125.580 125.120 124.506 123.797 122.812 121.877 121.129 120.459 120.191 diaN F1 1 F S22 0.18518
S22diaNF1 4 Aspect 0.75409 0.78751 a 0.03342 114.714 119.461 0.7875100 0.7540900 119.926 119.849 119.772 119.695 119.619 119.542 119.465 119.199 118.923 118.648 118.372 118.096 117.820 117.443 116.979 116.514 116.049 115.585 115.120 114.704 diaN F1 1 F S22 0.03342
S22diaNF1 5 Classifier 0.78751 0.87886 a 0.04602 121.422 127.488 0.8788600 0.8475507 124.691 125.389 126.086 126.663 126.850 127.036 127.223 127.409 127.209 126.727 126.246 125.765 125.283 124.488 123.667 122.845 122.024 121.176 120.253 119.330 diaN F1 1 F S22 0.09135
S22diaNF1 6 Object 0.87886 1.17526 @ 0.20873 95.946 146.232 1.0403057 1.1713435 104.022 101.010 98.079 96.901 96.780 96.601 96.256 96.007 96.321 98.571 101.414 104.945 109.324 113.377 118.013 122.492 125.977 129.349 134.470 141.861 diaN F1 1 F S22 0.29640
S22diaNB5 1 Name(prefix) 0.16862 0.33789 yaw 0.08479 116.129 124.380 0.3378900 0.2531000 124.840 124.683 124.527 124.260 122.150 120.039 118.097 117.545 116.993 116.508 116.372 116.236 116.158 116.299 116.439 116.513 116.399 116.284 115.547 113.452 diaN B5 5 B S22 0.16927
S22diaNB5 2 Name 0.33789 0.51368 iN 0.14812 98.345 107.138 0.4296515 0.3655600 107.143 105.034 102.883 100.637 99.573 99.228 99.068 98.868 98.505 98.466 98.683 99.582 100.597 101.680 102.619 103.410 103.648 103.718 103.520 102.528 diaN B5 5 B S22 0.17579
S22diaNB5 3 Verb 0.51368 0.69860 ia 0.13817 99.203 103.851 0.5968779 0.6768756 102.621 102.435 101.705 100.785 99.627 99.205 99.203 99.525 99.918 100.563 101.144 101.484 101.944 102.583 103.060 103.424 103.654 103.845 103.577 103.185 diaN B5 5 B S22 0.18492
S22diaNB5 4 Aspect 0.69860 0.72174 a 0.02314 98.299 101.610 0.7217400 0.6986000 102.230 102.070 101.909 101.749 101.570 101.264 100.957 100.651 100.345 100.038 99.732 99.425 99.119 98.813 98.506 98.256 98.123 97.989 97.856 97.723 diaN B5 5 B S22 0.02314
S22diaNB5 5 Classifier 0.72174 0.81344 a 0.05524 107.332 111.651 0.8134400 0.7747606 108.825 109.727 110.629 111.265 111.357 111.449 111.541 111.633 111.410 111.110 110.810 110.510 110.112 109.457 108.803 108.149 107.494 107.125 106.851 106.577 diaN B5 5 B S22 0.09170
S22diaNB5 6 Object 0.81344 1.06699 @n 0.22476 87.934 99.782 0.9038819 0.8422300 103.016 99.658 96.076 92.575 90.145 88.512 88.565 88.887 89.031 90.214 91.061 92.365 93.700 93.815 93.105 92.377 93.332 96.138 98.472 97.656 diaN B5 5 B S22 0.25355
S22diaNB5 7 Object(suffix) 1.06699 1.22920 I 0.09670 95.348 105.987 1.2003469 1.2280782 101.416 101.854 102.123 102.046 101.969 101.669 101.291 100.865 100.185 99.504 98.692 97.782 96.872 96.283 95.697 95.949 97.443 98.937 101.352 103.974 diaN B5 5 B S22 0.16221
S22diaNB1 1 Name(prefix) 0.20461 0.40419 yaw 0.09830 119.160 134.774 0.4041900 0.3164449 134.757 134.757 134.765 134.772 133.387 131.590 130.153 128.963 128.026 127.450 126.942 126.662 126.366 125.784 125.203 123.551 121.741 120.542 119.613 118.299 diaN B1 1 B S22 0.19958
S22diaNB1 2 Name 0.40419 0.69714 iN 0.26672 85.005 115.575 0.5043917 0.6555831 107.253 103.399 99.682 95.637 91.650 87.068 86.654 91.209 98.302 97.566 98.427 103.151 105.721 108.529 111.844 113.596 115.061 115.489 114.740 112.167 diaN B1 1 B S22 0.29295
S22diaNB1 3 Verb 0.69714 0.89462 ia 0.14860 103.875 116.300 0.7836249 0.7503288 116.300 114.981 111.841 106.943 104.363 103.907 104.255 104.799 105.390 105.769 106.243 106.809 107.501 108.305 108.998 109.532 109.827 109.975 109.937 109.363 diaN B1 1 B S22 0.19748
S22diaNB1 4 Aspect 0.89462 0.91269 a 0.01807 106.086 108.205 0.9101692 0.8946200 108.722 108.640 108.558 108.476 108.394 108.313 108.231 108.083 107.904 107.725 107.547 107.368 107.189 107.011 106.832 106.653 106.475 106.296 106.117 106.290 diaN B1 1 B S22 0.01807
S22diaNB1 5 Classifier 0.91269 0.99961 a 0.05072 110.357 121.196 0.9996100 0.9612136 118.670 119.674 120.656 120.785 120.913 121.042 121.171 120.736 120.160 119.585 119.009 118.278 117.433 116.588 115.744 114.794 113.649 112.504 111.359 110.274 diaN B1 1 B S22 0.08692
S22diaNB1 6 Object 0.99961 1.24972 @n 0.23074 95.321 109.010 1.1195201 1.2150067 106.077 103.755 101.607 99.998 98.877 97.310 96.221 95.784 95.431 95.333 95.934 97.556 99.266 101.652 103.918 105.382 107.873 108.917 108.290 106.374 diaN B1 1 B S22 0.25011
S22diaNB1 7 Object(suffix) 1.24972 1.39777 I 0.09825 106.916 113.110 1.2995200 1.3931859 106.101 106.663 107.132 107.451 107.721 107.793 107.862 107.779 107.697 107.389 107.037 107.066 107.294 107.535 107.790 107.927 107.784 107.942 110.443 112.943 diaN B1 1 B S22 0.14805
S22diaN1C2 1 Name(prefix) 0.26250 0.50757 yaw 0.09507 123.244 128.469 0.4919173 0.4717516 124.903 124.738 124.572 124.140 123.621 123.805 124.696 125.587 126.483 127.379 127.784 128.184 128.348 128.428 127.349 125.031 123.293 123.507 123.721 125.050 diaN1 C2 2 C S22 0.24507
S22diaN1C2 2 Name 0.50757 0.73308 iN 0.17584 130.937 150.033 0.6122901 0.6692632 132.670 132.865 132.577 131.875 131.825 131.720 131.344 131.984 135.331 138.620 143.752 147.931 149.963 150.011 149.908 149.088 148.273 147.836 147.345 146.103 diaN1 C2 2 C S22 0.22551
S22diaN1C2 3 Verb 0.73308 0.89250 @ 0.09139 120.233 129.960 0.8925000 0.8011100 131.481 130.588 129.752 129.048 128.344 127.677 127.011 126.471 126.012 125.562 125.142 124.721 124.348 123.979 123.448 122.796 122.093 121.214 120.336 119.263 diaN1 C2 2 C S22 0.15942
S22diaN1C2 4 Aspect 0.89250 0.96018 a 0.04834 104.646 114.676 0.9601800 0.9118400 115.140 114.872 114.553 114.086 113.619 113.152 112.685 112.143 111.587 111.030 110.473 109.949 109.474 108.998 108.523 108.047 107.294 106.531 105.767 105.004 diaN1 C2 2 C S22 0.06768
S22diaN1C2 5 Classifier 0.96018 1.11200 a 0.08789 110.711 114.454 1.1046205 1.0825393 112.842 113.325 113.807 113.792 113.630 113.493 113.403 113.314 113.490 113.697 113.907 114.120 114.329 114.381 114.432 113.736 112.504 111.406 111.103 110.800 diaN1 C2 2 C S22 0.15182
S22diaN1C2 6 Object 1.11200 1.28250 i 0.13471 112.743 122.091 1.2825000 1.1858995 120.292 120.457 121.069 121.441 121.745 121.999 122.017 121.902 121.799 121.719 121.665 121.616 121.603 121.688 121.629 121.505 121.377 120.851 119.933 115.769 diaN1 C2 2 C S22 0.17050
S22diaN1C2 7 Object(suffix) 1.28250 1.47149 I 0.07231 101.989 109.512 1.4514900 1.3791800 109.664 109.598 109.532 109.280 108.952 108.623 108.166 107.665 107.164 106.688 106.218 105.748 105.127 104.471 103.816 103.221 102.637 102.052 101.630 101.227 diaN1 C2 2 C S22 0.18899
S22diaNF5 1 Name(prefix) 0.17024 0.35711 yaw 0.08467 105.474 121.869 0.3571100 0.2724400 128.568 125.230 121.892 120.852 119.827 118.953 118.253 117.554 117.232 116.939 116.359 115.353 114.347 112.847 111.273 109.838 108.674 107.511 106.708 105.992 diaN F5 5 F S22 0.18687
S22diaNF5 2 Name 0.35711 0.50755 o 0.11311 102.712 123.682 0.3974964 0.4843135 102.755 102.733 102.824 103.117 103.809 104.768 106.063 108.164 110.934 112.792 114.163 115.994 117.972 120.308 122.700 123.239 123.644 123.129 122.139 118.988 diaN F5 5 F S22 0.15044
S22diaNF5 3 Verb 0.50755 0.68132 y@ 0.09406 108.714 120.104 0.6813200 0.5872600 122.006 120.020 118.766 117.511 117.132 116.988 116.550 115.831 115.048 114.051 113.054 112.327 111.613 110.964 110.347 109.796 109.348 108.941 108.836 108.731 diaN F5 5 F S22 0.17377
S22diaNF5 4 Aspect 0.68132 0.71896 a 0.03764 102.564 107.818 0.7189600 0.6813200 108.383 108.226 108.068 107.911 107.730 107.514 107.298 107.082 106.867 106.651 106.083 105.376 104.669 103.962 103.255 102.561 102.431 102.300 102.169 102.039 diaN F5 5 F S22 0.03764
S22diaNF5 5 Classifier 0.71896 0.80228 a 0.05119 107.257 113.973 0.7978268 0.7663420 110.518 111.426 112.118 112.809 113.501 113.920 113.752 113.585 113.417 113.189 112.563 111.937 111.311 110.684 109.884 109.074 108.264 107.453 107.469 107.749 diaN F5 5 F S22 0.08332
S22diaNF5 6 Object 0.80228 1.05717 @ 0.10631 94.686 109.016 0.9183947 1.0095068 95.454 94.696 94.689 94.691 95.062 95.444 96.011 96.585 97.170 97.756 98.621 99.508 100.998 102.549 103.982 105.401 106.234 106.985 107.913 108.869 diaN F5 5 F S22 0.25489
S22diaD2 1 Name(prefix) 0.12250 0.32250 yaw 0.07600 121.795 127.356 0.2857721 0.2506122 127.356 127.356 127.207 127.045 126.767 125.431 124.094 122.998 122.524 122.051 121.856 121.988 122.120 122.401 122.765 123.129 122.873 122.481 122.090 123.787 dia D2 2 D S22 0.20000
S22diaD2 2 Name 0.32250 0.44334 iN 0.09433 134.624 180.678 0.3490100 0.4433400 131.184 133.039 134.792 135.944 137.096 139.759 142.640 145.951 149.546 152.926 155.871 158.746 160.498 162.250 164.041 165.842 169.885 176.032 182.009 187.458 dia D2 2 D S22 0.12084
S22diaD2 0 EXTRA 0.44334 0.68184 ey 0.16246 113.550 215.613 0.6818400 0.5193800 222.087 216.723 211.210 206.111 201.422 196.238 188.744 180.935 173.733 168.462 163.788 158.720 153.771 150.372 146.396 141.690 136.484 131.149 124.942 118.235 dia D2 2 D S22 0.23850
S22diaD2 3 Verb 0.78346 0.89250 @ 0.07300 113.670 118.424 0.8195000 0.8720377 111.976 112.615 113.253 113.800 114.174 114.549 114.950 115.391 115.831 116.317 116.853 117.390 117.781 118.050 118.318 118.261 117.993 117.724 117.117 116.343 dia D2 2 D S22 0.10904
S22diaD2 4 Aspect 0.89250 0.96781 a 0.04468 108.867 114.485 0.9678100 0.9231300 114.716 114.508 114.320 114.135 113.950 113.764 113.580 113.400 113.221 113.041 112.862 112.496 111.690 110.883 110.076 109.270 108.497 107.759 107.021 106.283 dia D2 2 D S22 0.07531
S22diaD2 5 Classifier 0.96781 1.06101 a 0.03851 114.349 114.474 1.0225000 1.0610100 110.841 111.499 112.158 112.817 113.476 114.134 114.364 114.387 114.409 114.431 114.454 114.472 114.455 114.439 114.422 114.406 114.389 114.434 114.530 114.626 dia D2 2 D S22 0.09320
S22diaD2 6 Object 1.06101 1.21211 o 0.11888 124.663 153.989 1.0932300 1.1882186 122.120 125.399 127.449 129.860 132.558 134.775 136.834 138.863 141.059 144.225 146.985 148.977 150.728 152.276 153.209 153.928 153.981 153.859 152.903 151.028 dia D2 2 D S22 0.15110
S22diaD2 7 Object(suffix) 1.21211 1.34250 I 0.06000 112.761 121.810 1.3425000 1.2851116 121.712 121.751 121.791 121.432 120.725 120.017 119.310 118.719 118.133 117.547 116.921 116.231 115.541 114.851 114.275 113.725 113.174 112.687 112.389 112.091 dia D2 2 D S22 0.13039
S22diaD2 0 Other final 1.34250 1.45606 ey 0.16246 113.550 215.613 0.6818400 0.5193800 222.087 216.723 211.210 206.111 201.422 196.238 188.744 180.935 173.733 168.462 163.788 158.720 153.771 150.372 146.396 141.690 136.484 131.149 124.942 118.235 dia D2 2 D S22 0.11356
S22diaNC5 1 Name(prefix) 0.10250 0.31250 yaw 0.08000 109.918 114.618 0.2628034 0.3125000 112.673 112.673 112.307 111.878 111.419 110.819 110.220 109.951 110.017 110.083 110.359 110.681 111.033 111.562 112.092 112.559 112.952 113.346 113.778 114.221 diaN C5 5 C S22 0.21000
S22diaNC5 2 Name 0.31250 0.44250 iN 0.10253 115.801 116.827 0.3439256 0.3752763 115.849 115.812 115.877 115.953 116.151 116.349 116.576 116.804 116.517 116.173 116.170 116.248 116.301 116.344 116.358 116.354 116.394 116.471 116.551 116.635 diaN C5 5 C S22 0.13000
S22diaNC5 3 Verb 0.44250 0.60250 @ 0.09955 104.794 116.554 0.6025000 0.5029500 116.780 116.211 115.640 115.074 114.514 113.918 113.239 112.542 111.735 110.928 110.217 109.506 108.975 108.480 108.045 107.638 107.224 106.805 106.236 105.423 diaN C5 5 C S22 0.16000
S22diaNC5 4 Aspect 0.60250 0.65012 a 0.02749 101.020 104.367 0.6501200 0.6230503 104.357 104.299 104.223 104.146 104.069 103.993 103.916 103.839 103.739 103.387 103.034 102.681 102.329 101.976 101.623 101.271 100.729 99.724 98.720 97.715 diaN C5 5 C S22 0.04762
S22diaNC5 5 Classifier 0.65012 0.78344 a 0.06094 109.525 110.556 0.7225000 0.7616815 108.504 108.923 109.341 109.588 109.702 109.815 109.928 110.029 110.130 110.231 110.320 110.399 110.478 110.556 110.464 110.372 110.280 110.119 109.886 109.653 diaN C5 5 C S22 0.13332
S22diaNC5 6 Object 0.78344 0.96315 i 0.14287 109.504 116.493 0.9631500 0.9278863 116.169 116.235 115.827 115.520 115.210 114.570 114.153 113.917 114.016 114.104 114.262 114.860 115.371 115.838 116.323 116.485 116.407 115.958 113.074 109.049 diaN C5 5 C S22 0.17971
S22diaNC5 7 Object(suffix) 0.96315 1.10429 I 0.07179 92.552 100.715 1.0981310 1.0325000 101.622 101.223 100.823 100.370 99.898 99.426 99.079 98.776 98.473 98.057 97.605 97.153 96.379 95.511 94.643 93.955 93.316 92.677 92.632 92.732 diaN C5 5 C S22 0.14114
S22diaA2 1 Name(prefix) 0.28287 0.47250 yaw 0.09956 142.642 145.944 0.4725000 0.4310682 143.375 143.341 143.236 143.052 142.768 142.795 143.071 143.633 144.333 144.958 145.561 145.775 145.936 145.601 145.259 144.869 144.442 143.908 143.429 143.045 dia A2 2 A S22 0.18963
S22diaA2 2 Name 0.47250 0.71250 iN 0.17361 112.065 175.055 0.5494283 0.6832004 114.109 112.094 113.125 117.162 117.845 119.306 122.303 127.047 131.720 138.352 145.491 152.894 159.415 164.284 168.723 172.703 174.143 174.764 171.463 163.499 dia A2 2 A S22 0.24000
S22diaA2 3 Verb 0.71250 0.85250 @y 0.08163 113.297 144.872 0.8491846 0.7708700 144.906 144.890 144.874 144.046 143.130 142.729 142.663 142.293 141.240 140.186 138.940 137.694 136.039 134.220 132.529 131.016 128.830 121.695 114.560 113.672 dia A2 2 A S22 0.14000
S22diaA2 4 Aspect 0.85250 0.93050 a 0.05150 114.146 119.103 0.9217934 0.8970780 116.691 117.335 117.814 118.191 118.568 118.946 118.994 119.035 119.076 118.835 118.038 117.240 116.443 115.808 115.244 114.679 114.160 114.419 114.679 114.939 dia A2 2 A S22 0.07800
S22diaA2 5 Classifier 0.93050 1.03250 a 0.06000 135.229 147.125 1.0325000 0.9892546 139.524 141.325 143.053 144.753 146.454 146.986 146.756 146.526 145.546 143.756 141.965 140.493 139.598 138.704 137.810 136.918 136.027 135.203 134.959 134.715 dia A2 2 A S22 0.10200
S22diaA2 6 Object 1.03250 1.19372 E 0.12251 122.025 134.471 1.1937200 1.1689271 129.793 128.184 126.611 125.141 124.239 124.025 124.329 125.353 126.097 126.609 129.394 131.182 131.865 132.764 133.568 134.217 134.396 133.615 131.185 126.065 dia A2 2 A S22 0.16122
S22diaA2 7 Object(suffix) 1.19372 1.33617 I 0.06973 124.700 129.829 1.3122298 1.2674604 129.769 129.535 129.192 128.786 128.072 127.357 126.755 126.273 125.791 125.442 125.128 124.841 124.786 124.732 124.745 124.855 124.965 125.121 125.293 125.453 dia A2 2 A S22 0.14245
S22diaA2 0 SFP 1.33617 1.53250 a 0.19633 123.052 128.056 1.3824594 1.5027235 125.252 124.627 124.026 123.606 123.222 123.112 123.448 123.606 123.742 123.594 123.124 123.321 123.963 124.737 125.456 126.152 127.574 128.001 127.520 125.956 dia A2 2 A S22 0.19633
S22diaN1F2 1 Name(prefix) 0.12110 0.31275 yaw 0.06615 110.802 118.626 0.3127500 0.2503118 118.626 118.626 118.442 118.232 118.023 117.792 117.367 116.942 116.517 116.072 115.587 115.102 114.617 113.881 112.931 111.980 111.030 109.943 108.813 107.683 diaN1 F2 2 F S22 0.19165
S22diaN1F2 2 Name 0.31275 0.53672 o 0.18453 91.525 122.162 0.4044271 0.5151940 98.044 96.728 95.293 93.917 92.673 91.729 91.678 92.626 94.495 95.397 97.017 100.164 105.471 110.250 112.001 113.376 117.575 120.846 121.309 118.971 diaN1 F2 2 F S22 0.22397
S22diaN1F2 3 Verb 0.53672 0.73042 y@ 0.10494 110.574 117.221 0.7304200 0.6254800 120.097 118.873 117.649 116.832 116.233 115.688 115.289 114.889 114.739 114.621 114.354 113.939 113.481 112.715 111.950 111.476 111.106 110.824 110.700 110.577 diaN1 F2 2 F S22 0.19370
S22diaN1F2 4 Aspect 0.73042 0.76667 a 0.03625 105.271 109.795 0.7666700 0.7304200 110.256 110.143 110.030 109.917 109.804 109.623 109.437 109.250 109.064 108.878 108.691 108.498 108.028 107.558 107.089 106.619 106.150 105.680 105.210 104.731 diaN1 F2 2 F S22 0.03625
S22diaN1F2 5 Classifier 0.76667 0.86941 a 0.06289 108.493 116.313 0.8646613 0.8287330 108.869 110.715 112.561 113.505 114.449 115.392 116.306 116.030 115.755 115.479 115.172 114.261 113.351 112.441 111.540 110.759 109.978 109.197 108.535 108.959 diaN1 F2 2 F S22 0.10274
S22diaN1F2 6 Object 0.86941 1.08362 @ 0.13870 96.488 106.047 0.9958601 1.0667229 99.529 98.710 98.027 97.542 97.327 97.076 96.802 96.632 96.499 97.367 98.294 99.442 100.652 101.951 103.235 104.508 105.333 106.047 105.883 105.177 diaN1 F2 2 F S22 0.21421
S22diaN1F2 7 Object(suffix) 1.08362 1.22109 I 0.04803 95.337 104.552 1.2003118 1.1530600 107.200 106.548 105.896 105.244 104.591 103.436 102.249 101.061 99.873 98.686 98.287 98.173 98.059 97.946 97.832 97.530 97.061 96.592 96.123 95.654 diaN1 F2 2 F S22 0.13747
S22diaN1C5 1 Name(prefix) 0.09488 0.28250 yaw 0.06581 110.220 113.185 0.2404748 0.2166900 116.473 114.528 112.584 110.933 110.702 110.471 110.240 110.257 110.297 110.338 110.581 110.929 111.278 111.550 111.708 111.866 112.055 112.418 112.782 113.145 diaN1 C5 5 C S22 0.18762
S22diaN1C5 2 Name 0.28250 0.45319 iN 0.13558 115.741 119.640 0.3176100 0.3825056 115.329 115.896 116.430 117.170 117.946 118.393 118.901 119.461 119.525 119.575 119.629 119.273 118.853 118.556 118.400 118.331 118.418 118.332 118.063 117.980 diaN1 C5 5 C S22 0.17069
S22diaN1C5 3 Verb 0.45319 0.63250 @ 0.11274 101.823 117.132 0.6325000 0.5197600 117.938 117.209 116.608 116.022 115.296 114.586 114.028 113.432 112.670 111.899 111.108 110.322 109.543 108.732 107.888 106.686 105.234 103.710 102.154 100.952 diaN1 C5 5 C S22 0.17931
S22diaN1C5 4 Aspect 0.63250 0.69250 a 0.03000 98.089 100.929 0.6625000 0.6925000 97.810 97.961 98.107 98.229 98.351 98.473 98.596 98.718 98.840 98.962 99.238 99.513 99.788 100.064 100.339 100.615 100.890 101.217 101.552 101.888 diaN1 C5 5 C S22 0.06000
S22diaN1C5 5 Classifier 0.69250 0.77362 a 0.06480 101.110 105.742 0.7717658 0.7495105 104.969 104.932 104.894 104.857 104.857 104.862 104.866 104.954 105.098 105.241 105.378 105.499 105.619 105.739 105.533 105.320 105.107 104.236 103.048 101.860 diaN1 C5 5 C S22 0.08112
S22diaN1C5 6 Object 0.77362 0.97077 i 0.15011 99.632 110.194 0.9707700 0.8206600 110.334 110.139 110.076 109.577 109.025 108.496 108.170 107.977 107.925 108.125 108.644 109.208 109.592 109.978 109.957 109.413 108.358 107.080 105.180 100.808 diaN1 C5 5 C S22 0.19715
S22diaN1C5 7 Object(suffix) 0.97077 1.13846 I 0.06596 91.908 95.765 1.1188856 1.0725000 97.544 96.993 96.441 95.890 95.476 95.103 94.729 94.377 94.044 93.711 93.337 92.856 92.376 91.910 92.005 92.099 92.193 92.800 93.553 94.306 diaN1 C5 5 C S22 0.16769
S22diaD5 1 Name(prefix) 0.43402 0.60250 yaw 0.05396 103.764 107.588 0.5545677 0.5859467 103.778 103.776 103.772 103.768 103.764 104.054 104.407 104.760 105.112 105.684 106.294 106.904 107.514 107.553 107.514 107.474 107.435 107.428 107.426 107.423 dia D5 5 D S22 0.16848
S22diaD5 2 Name 0.60250 0.73204 iN 0.10196 122.952 155.789 0.6300800 0.7047406 120.656 123.175 126.290 129.404 132.481 135.556 137.035 138.272 140.218 142.380 146.042 150.460 153.287 154.880 155.749 155.773 155.471 154.590 153.562 152.113 dia D5 5 D S22 0.12954
S22diaD5 3 Verb 0.73204 0.84250 @ 0.06842 109.107 127.202 0.8425000 0.7740800 127.220 125.721 124.232 122.742 121.478 120.249 119.021 118.032 117.131 116.231 115.501 114.885 114.270 113.635 112.978 112.322 111.588 110.701 109.814 108.494 dia D5 5 D S22 0.11046
S22diaD5 4 Aspect 0.84250 0.93250 a 0.04643 94.919 103.049 0.9325000 0.8860700 104.271 103.789 103.307 102.883 102.526 102.168 101.811 101.454 101.088 100.721 100.353 99.986 99.462 98.425 97.388 96.351 95.315 94.252 93.173 92.095 dia D5 5 D S22 0.09000
S22diaD5 5 Classifier 0.93250 1.06250 a 0.06000 109.946 112.784 1.0558946 1.0137157 112.177 112.426 112.675 112.762 112.723 112.684 112.645 112.461 112.276 112.091 111.893 111.677 111.462 111.246 110.913 110.558 110.203 109.971 110.059 110.147 dia D5 5 D S22 0.13000
S22diaD5 6 Object 1.06250 1.25565 o 0.15380 119.599 191.689 1.1018500 1.2171970 118.287 121.976 127.407 129.843 132.120 135.279 141.358 148.158 155.338 162.747 169.201 176.146 182.988 188.968 190.944 191.566 191.136 189.132 186.137 182.440 dia D5 5 D S22 0.19315
S22diaD5 7 Object(suffix) 1.25565 1.53798 I 0.16928 101.841 109.862 1.4528617 1.3687000 109.971 109.303 107.838 107.109 105.862 104.354 103.010 102.360 102.556 102.141 101.894 102.126 102.772 103.383 103.713 103.870 103.942 103.950 103.790 102.897 dia D5 5 D S22 0.28233
S22diaNF2 1 Name(prefix) 0.15250 0.34081 yaw 0.09255 122.131 150.612 0.3408100 0.2498469 150.612 148.291 144.759 141.864 140.196 138.531 136.965 135.399 134.638 134.204 133.530 132.488 131.453 130.491 129.530 128.471 127.381 125.878 123.870 121.897 diaN F2 2 F S22 0.18831
S22diaNF2 2 Name 0.34081 0.58673 o 0.19546 92.728 143.833 0.4713256 0.5695209 105.721 102.763 100.310 99.152 98.639 96.738 95.867 94.154 92.884 93.340 95.788 101.334 110.484 121.302 126.639 131.773 137.595 141.890 143.561 143.088 diaN F2 2 F S22 0.24592
S22diaNF2 3 Verb 0.58673 0.78078 y@ 0.11968 123.209 137.090 0.7807800 0.6909599 135.610 135.156 135.632 136.209 136.732 137.009 136.752 136.245 135.511 134.145 132.550 131.316 130.135 129.129 128.002 126.662 125.520 124.525 123.828 123.214 diaN F2 2 F S22 0.19405
S22diaNF2 4 Aspect 0.78078 0.80487 a 0.02409 121.513 122.176 0.8048700 0.7807800 122.637 122.521 122.405 122.288 122.173 122.099 122.024 121.950 121.875 121.801 121.726 121.652 121.577 121.468 121.140 120.812 120.483 120.155 119.827 119.499 diaN F2 2 F S22 0.02409
S22diaNF2 5 Classifier 0.80487 0.90429 a 0.04898 122.296 130.984 0.9042900 0.8724496 127.793 128.649 129.505 129.894 130.204 130.514 130.823 130.889 130.690 130.492 130.293 130.051 129.437 128.822 128.208 127.593 126.570 125.397 124.224 123.051 diaN F2 2 F S22 0.09942
S22diaNF2 6 Object 0.90429 1.15123 @ 0.11811 107.720 126.982 1.0231200 1.1391327 106.986 107.475 108.067 108.764 109.381 109.960 110.684 111.453 112.622 113.744 114.719 115.687 116.643 117.487 118.261 119.062 119.870 121.347 122.994 125.419 diaN F2 2 F S22 0.24694
S22diaA5 1 Name(prefix) 0.31368 0.47864 yaw 0.07182 136.350 138.629 0.4068200 0.4535371 135.843 136.244 136.599 136.938 137.211 137.393 137.579 137.819 138.060 138.211 138.336 138.448 138.545 138.619 138.543 138.467 138.158 137.796 137.443 137.102 dia A5 5 A S22 0.16496
S22diaA5 2 Name 0.47864 0.56250 iN 0.06361 123.081 136.464 0.5625000 0.4988900 136.553 136.485 136.213 135.853 135.500 135.225 134.951 134.580 134.096 133.611 133.283 132.984 132.689 132.406 132.124 131.330 130.194 129.058 126.811 124.539 dia A5 5 A S22 0.08386
S22diaA5 3 Verb 0.56250 0.70757 @y 0.08349 120.271 137.123 0.7075700 0.6513516 133.417 133.833 134.892 135.903 136.140 136.386 136.767 137.064 136.171 135.256 134.049 132.866 131.988 131.123 130.400 129.681 128.991 128.018 123.966 120.164 dia A5 5 A S22 0.14507
S22diaA5 4 Aspect 0.70757 0.78250 a 0.04245 123.986 130.109 0.7661938 0.7489894 129.155 129.548 129.941 130.034 130.058 130.083 130.107 128.752 127.219 125.686 124.154 124.066 124.039 124.012 123.997 124.307 124.616 124.926 125.259 125.787 dia A5 5 A S22 0.07493
S22diaA5 5 Classifier 0.78250 0.85250 a 0.03000 138.165 142.128 0.8482513 0.8310102 140.890 141.226 141.562 141.898 142.110 142.055 141.999 141.943 141.888 141.832 141.319 140.662 140.004 139.346 138.689 138.176 138.228 138.279 138.331 138.383 dia A5 5 A S22 0.07000
S22diaA5 6 Object 0.85250 1.09153 E 0.15454 122.695 162.459 0.9417691 1.0670582 122.863 122.698 123.661 125.848 127.467 129.514 131.817 134.452 136.750 138.765 141.426 144.743 147.968 151.380 154.628 157.723 160.535 162.192 156.825 149.728 dia A5 5 A S22 0.23903
S22diaA5 7 Object(suffix) 1.09153 1.19250 I 0.03000 133.635 139.584 1.1925000 1.1625000 141.598 141.178 140.758 140.338 139.919 139.459 138.844 138.230 137.615 137.001 136.386 135.874 135.418 134.961 134.505 134.049 133.608 133.320 133.032 132.744 dia A5 5 A S22 0.10097
S22diaA5 0 Other final 1.19250 1.50117 a 0.26867 133.643 143.032 1.5011700 1.4302353 133.988 133.651 135.099 137.061 137.326 136.493 137.968 137.922 137.939 138.450 138.778 139.421 139.585 141.015 142.678 142.945 142.376 141.692 140.760 137.750 dia A5 5 A S22 0.30867
S22diaNC2 1 Name(prefix) 0.14757 0.35250 yaw 0.08000 114.941 121.562 0.2994735 0.2725000 122.483 122.110 121.737 120.275 117.859 115.443 115.043 114.987 115.033 115.554 116.075 116.673 117.351 118.029 118.408 118.720 119.009 119.152 119.296 119.596 diaN C2 2 C S22 0.20493
S22diaNC2 2 Name 0.35250 0.64725 iN 0.25142 120.137 126.731 0.3986876 0.5746799 120.223 120.427 121.334 122.251 122.173 121.835 121.749 123.151 123.517 123.533 123.613 124.155 125.064 126.055 126.729 126.426 125.329 123.898 122.686 121.970 diaN C2 2 C S22 0.29475
S22diaNC2 3 Verb 0.64725 0.79897 @ 0.09412 108.983 118.922 0.7989700 0.7048500 119.504 119.054 118.686 118.353 118.060 117.822 117.575 117.276 116.977 116.649 116.317 115.978 115.635 115.167 114.438 113.690 112.561 111.431 110.432 109.471 diaN C2 2 C S22 0.15172
S22diaNC2 4 Aspect 0.79897 0.84197 a 0.04300 95.822 105.543 0.8419700 0.7989700 108.240 107.550 106.859 106.169 105.473 104.727 103.981 103.235 102.488 101.784 101.415 101.046 100.677 100.308 99.880 99.044 98.209 97.373 96.538 95.854 diaN C2 2 C S22 0.04300
S22diaNC2 5 Classifier 0.84197 0.98256 a 0.07006 105.487 107.420 0.9825600 0.9423184 106.029 106.368 106.675 106.983 107.201 107.263 107.326 107.374 107.391 107.407 107.381 107.223 107.066 106.875 106.546 106.217 105.912 105.767 105.621 105.426 diaN C2 2 C S22 0.14059
S22diaNC2 6 Object 0.98256 1.13837 i 0.11592 108.603 112.274 1.1383700 1.0517438 111.114 110.942 111.012 111.675 112.101 112.224 112.111 111.836 111.526 111.204 110.861 110.524 110.369 110.244 110.234 110.161 109.967 109.527 108.842 106.218 diaN C2 2 C S22 0.15581
S22diaNC2 7 Object(suffix) 1.13837 1.30600 I 0.08066 97.620 103.522 1.2844982 1.3060000 100.295 100.181 100.067 99.965 99.883 99.801 99.642 99.452 99.265 99.131 98.997 98.750 98.336 97.921 97.761 97.687 97.816 100.038 102.259 104.165 diaN C2 2 C S22 0.16763
S22diaN1B1 1 Name(prefix) 0.13064 0.29506 yaw 0.07137 124.095 131.565 0.2950600 0.2285714 131.565 131.565 131.364 131.045 130.726 130.459 130.222 129.986 129.787 129.611 129.435 129.266 129.102 128.938 128.669 128.337 128.005 127.097 125.837 124.577 diaN1 B1 1 B S22 0.16442
S22diaN1B1 2 Name 0.29506 0.54250 iN 0.21377 95.165 112.873 0.4197699 0.4955150 111.488 107.151 103.320 100.053 97.672 96.179 95.817 96.209 96.010 95.945 98.455 100.780 103.630 108.578 111.112 112.675 112.747 112.233 110.942 107.507 diaN1 B1 1 B S22 0.24744
S22diaN1B1 3 Verb 0.54250 0.74250 ia 0.16111 108.542 123.637 0.7425000 0.5821429 123.637 118.792 113.413 109.193 108.592 108.793 109.091 109.407 109.726 109.716 109.800 110.045 110.514 110.694 110.677 110.553 110.451 110.494 109.826 108.434 diaN1 B1 1 B S22 0.20000
S22diaN1B1 4 Aspect 0.74250 0.78072 a 0.03822 106.261 119.440 0.7447967 0.7807200 106.353 106.449 106.680 106.911 107.143 107.374 107.722 108.519 109.317 110.114 110.912 111.709 112.821 114.143 115.465 116.787 118.109 119.431 120.338 121.241 diaN1 B1 1 B S22 0.03822
S22diaN1B1 5 Classifier 0.78072 0.81954 a 0.02511 117.065 125.227 0.8195400 0.7944300 125.093 125.177 125.077 124.707 124.337 123.968 123.598 123.229 122.859 122.490 122.120 121.561 120.974 120.387 119.800 119.213 118.626 118.039 117.452 116.869 diaN1 B1 1 B S22 0.03882
S22diaN1B1 6 Object 0.81954 1.10201 @n 0.25546 94.879 109.259 0.9364998 0.8465500 109.826 105.973 101.457 100.392 98.630 96.449 95.081 94.881 95.155 96.250 97.651 99.564 101.531 103.736 106.157 107.008 107.900 108.306 107.565 105.459 diaN1 B1 1 B S22 0.28247
S22diaN1B1 7 Object(suffix) 1.10201 1.28372 I 0.09122 101.270 109.025 1.2537200 1.1963673 107.745 107.955 108.165 108.391 108.616 108.786 108.930 109.015 108.985 108.955 108.513 108.070 107.349 106.477 105.641 104.890 104.139 102.958 101.753 100.986 diaN1 B1 1 B S22 0.18171
S22diaN1B5 1 Name(prefix) 0.24825 0.49481 yaw 0.09391 106.450 128.184 0.4948100 0.4022732 128.184 127.584 126.738 125.846 124.002 122.159 120.568 119.383 118.197 117.304 116.523 115.761 115.290 114.819 113.863 112.169 110.475 109.039 107.695 106.371 diaN1 B5 5 B S22 0.24656
S22diaN1B5 2 Name 0.49481 0.67556 iN 0.13636 89.383 102.784 0.5736526 0.6553459 92.595 92.158 91.673 90.753 89.969 89.599 89.961 91.351 92.792 94.268 95.196 95.940 97.359 98.837 100.290 101.572 102.337 102.676 102.415 100.317 diaN1 B5 5 B S22 0.18075
S22diaN1B5 3 Verb 0.67556 0.82845 ia 0.10097 97.222 101.329 0.7586325 0.8271611 100.536 100.550 100.564 99.809 98.461 97.233 97.228 97.224 97.531 98.035 98.539 99.042 99.544 99.990 100.406 100.779 100.963 101.148 101.238 101.289 diaN1 B5 5 B S22 0.15289
S22diaN1B5 4 Aspect 0.82845 0.88804 a 0.05959 96.322 101.197 0.8812999 0.8284500 101.316 101.285 101.254 101.222 101.194 101.179 101.165 101.150 101.135 100.930 100.726 100.522 100.318 99.516 98.573 97.629 96.686 96.447 96.651 96.855 diaN1 B5 5 B S22 0.05959
S22diaN1B5 5 Classifier 0.88804 0.95442 a 0.02702 106.305 111.943 0.9544200 0.9274000 113.480 113.312 113.144 112.976 112.809 112.641 112.473 112.305 112.138 111.970 111.430 110.821 110.212 109.602 108.993 108.384 107.774 107.165 106.556 106.136 diaN1 B5 5 B S22 0.06638
S22diaN1B5 6 Object 0.95442 1.22103 @n 0.24431 88.129 104.178 1.0547206 0.9767200 104.155 102.853 99.940 96.550 93.024 90.674 88.526 88.893 89.095 89.715 90.021 90.581 91.608 93.031 94.125 94.701 97.413 99.475 99.730 99.123 diaN1 B5 5 B S22 0.26661
S22diaN1B5 7 Object(suffix) 1.22103 1.37397 I 0.06147 95.342 96.488 1.3397732 1.3020724 96.424 96.308 96.191 96.202 96.285 96.369 96.452 96.438 96.349 96.260 96.171 96.054 95.909 95.763 95.618 95.515 95.468 95.420 95.372 95.342 diaN1 B5 5 B S22 0.15294
S22diaN1F1 1 Name(prefix) 0.11984 0.30611 yaw 0.09026 113.042 130.114 0.3061100 0.2158500 132.095 131.247 130.399 128.099 125.061 122.821 122.538 122.256 122.177 122.118 122.055 121.990 121.831 121.212 120.592 119.226 117.666 116.104 114.538 113.003 diaN1 F1 1 F S22 0.18627
S22diaN1F1 2 Name 0.30611 0.52250 o 0.16977 99.521 131.398 0.3883712 0.5015935 102.900 101.795 100.780 99.945 99.541 99.758 100.203 101.347 103.524 106.759 110.413 114.399 119.419 125.211 125.813 127.790 129.271 130.307 131.061 125.928 diaN1 F1 1 F S22 0.21639
S22diaN1F1 3 Verb 0.52250 0.73744 y@ 0.12938 114.013 127.142 0.7289928 0.6080600 132.276 126.165 123.555 121.469 119.619 118.218 116.995 116.033 115.374 114.846 114.625 114.535 114.614 114.752 114.884 114.856 114.742 114.530 114.257 114.078 diaN1 F1 1 F S22 0.21494
S22diaN1F1 4 Aspect 0.73744 0.77438 a 0.03694 114.665 118.514 0.7374400 0.7743800 114.494 114.613 114.701 114.695 114.688 114.682 114.675 114.669 114.684 114.727 114.770 114.813 114.856 114.899 115.314 115.934 116.555 117.175 117.796 118.416 diaN1 F1 1 F S22 0.03694
S22diaN1F1 5 Classifier 0.77438 0.83004 a 0.03351 116.123 123.207 0.8300400 0.8004312 123.059 123.088 123.117 123.147 123.176 123.206 122.866 122.513 122.160 121.807 121.454 121.101 120.519 119.764 119.010 118.255 117.500 116.745 116.047 115.613 diaN1 F1 1 F S22 0.05566
S22diaN1F1 6 Object 0.83004 1.10130 @ 0.16992 90.109 114.652 0.9785427 1.0889912 96.942 95.086 93.489 92.146 91.204 90.360 90.361 90.862 91.746 93.569 94.578 97.100 99.756 101.421 103.496 107.477 110.996 113.430 114.612 114.646 diaN1 F1 1 F S22 0.27126
S22diaN1F1 7 Object(suffix) 1.10130 1.25258 I 0.06366 102.345 108.902 1.2307350 1.2425800 108.988 108.894 108.881 108.869 108.807 108.632 108.457 108.282 107.933 107.574 107.214 106.701 106.074 105.447 104.789 104.015 103.242 102.468 104.423 106.894 diaN1 F1 1 F S22 0.15128
S22diaA1 1 Name(prefix) 0.21061 0.39250 yaw 0.07880 115.263 121.826 0.3868959 0.3137000 122.818 121.085 119.660 119.094 118.529 118.390 118.307 118.571 119.175 119.786 120.436 121.087 121.432 121.673 121.608 121.013 120.418 118.274 116.111 116.223 dia A1 1 A S22 0.18189
S22diaA1 2 Name 0.39250 0.64250 iN 0.15904 105.411 257.157 0.4834600 0.6425000 103.789 105.789 107.207 108.651 110.387 112.156 113.949 115.775 117.839 120.797 124.402 128.160 131.033 133.289 135.038 135.890 136.308 135.480 133.515 194.142 dia A1 1 A S22 0.25000

We then did several data transformations to convert f0 to semitone scale and calculate the f0 difference at each normalised time points.

# Add a new variable for the last word in the sentence
changsha.clean <- changsha.clean %>%
  group_by(filename) %>%
  mutate(
    boundary = if_else(idx == max(idx, na.rm = TRUE),1,0)
  ) %>%
  ungroup()

# Transform to long format, and generate f0 in semintone scale
changsha.long_initial <- changsha.clean %>%
  pivot_longer(cols = matches('t[0-9]+', ignore.case = FALSE), names_to = "Time",names_prefix = "t", values_to = "f0") %>% # Convert to the standard long format
  group_by(participant) %>%
  mutate(
    f0ref = mean(f0, na.rm = T),
    f0_semi = 12*log(f0/f0ref,2)
  ) %>%
  ungroup()

# Transform to wide format and calculate the difference between conditions
changsha.wide <- changsha.long_initial %>% 
  select(-minTime, -maxTime,-condition,-rhyme_duration,-f0min,-f0max,-f0min_time,-f0max_time) %>%
  pivot_wider(id_cols = c("idx","boundary", "rhyme", "case","participant","dia", "tone","Time"),
    names_from = focus,
    names_prefix = "F",
    values_from = f0_semi) %>%
  mutate(F2_1 = F2-F1,
         F5_1 = F5-F1,
         F2_5 = F2-F5) 

# Transfrom to long format
changsha.long <- changsha.wide %>%
  pivot_longer(
      cols = starts_with("F"),
      names_to = "FocusCon",
      values_to = "F0_semi"
    )

# For plotting, we need to revert back to long format again
changsha.long.sen <- changsha.long %>%
  filter(idx ==1 | idx == 2 | idx ==3 | idx ==4 |idx ==5 |idx == 6 | idx == 7) %>%
  mutate(
    Time = as.numeric(Time),
    case = factor(case,levels=c("Name(prefix)","Name","Verb","Aspect", "Classifier", "Object","Object(suffix)")),
    FocusCon = factor(FocusCon, levels = c("F1","F2","F5","F2_1","F5_1","F2_5")),
    tone = factor(tone, levels = c("A","B","C","D","F"), labels = c("T1","T2","T3","T4","T6")),
    underfocus = case_when(
      FocusCon == "F2" & case == "Name" ~ 1,
      FocusCon == "F5" & case == "Object" ~ 1,
      TRUE ~ 0
    ),
    underfocus = as.factor(underfocus)
  ) %>%
  group_by(idx, Time, FocusCon) %>%
  mutate(
    F0_semi_scale = F0_semi-mean(F0_semi)
  ) %>%
  ungroup()

changsha.long.sen %>%
  head(200) %>%
  kable(format = "html", col.names = colnames(changsha.long.sen)) %>%
  kable_styling() %>%
  kableExtra::scroll_box(width = "100%", height = "300px")
idx boundary rhyme case participant dia tone Time FocusCon F0_semi underfocus F0_semi_scale
1 0 yaw Name(prefix) S22 diaN T1 1 F1 1.4443580 0 0.0404910
1 0 yaw Name(prefix) S22 diaN T1 1 F2 2.7728545 0 1.1470385
1 0 yaw Name(prefix) S22 diaN T1 1 F5 1.9963337 0 1.8326024
1 0 yaw Name(prefix) S22 diaN T1 1 F2_1 1.3284966 0 1.1065475
1 0 yaw Name(prefix) S22 diaN T1 1 F5_1 0.5519758 0 1.7921114
1 0 yaw Name(prefix) S22 diaN T1 1 F2_5 0.7765208 0 -0.6855639
1 0 yaw Name(prefix) S22 diaN T1 2 F1 1.4298327 0 0.0827764
1 0 yaw Name(prefix) S22 diaN T1 2 F2 2.7994784 0 1.2109281
1 0 yaw Name(prefix) S22 diaN T1 2 F5 1.9731394 0 1.8213080
1 0 yaw Name(prefix) S22 diaN T1 2 F2_1 1.3696457 0 1.1281517
1 0 yaw Name(prefix) S22 diaN T1 2 F5_1 0.5433067 0 1.7385316
1 0 yaw Name(prefix) S22 diaN T1 2 F2_5 0.8263390 0 -0.6103799
1 0 yaw Name(prefix) S22 diaN T1 3 F1 1.3443175 0 0.1005383
1 0 yaw Name(prefix) S22 diaN T1 3 F2 2.7876644 0 1.2933221
1 0 yaw Name(prefix) S22 diaN T1 3 F5 1.9378976 0 1.8244091
1 0 yaw Name(prefix) S22 diaN T1 3 F2_1 1.4433469 0 1.1927838
1 0 yaw Name(prefix) S22 diaN T1 3 F5_1 0.5935801 0 1.7238707
1 0 yaw Name(prefix) S22 diaN T1 3 F2_5 0.8497669 0 -0.5310869
1 0 yaw Name(prefix) S22 diaN T1 4 F1 1.2583778 0 0.1399437
1 0 yaw Name(prefix) S22 diaN T1 4 F2 2.7486835 0 1.3859287
1 0 yaw Name(prefix) S22 diaN T1 4 F5 1.8620807 0 1.8453481
1 0 yaw Name(prefix) S22 diaN T1 4 F2_1 1.4903056 0 1.2459849
1 0 yaw Name(prefix) S22 diaN T1 4 F5_1 0.6037029 0 1.7054044
1 0 yaw Name(prefix) S22 diaN T1 4 F2_5 0.8866027 0 -0.4594195
1 0 yaw Name(prefix) S22 diaN T1 5 F1 1.1776078 0 0.1965950
1 0 yaw Name(prefix) S22 diaN T1 5 F2 2.7318434 0 1.4851921
1 0 yaw Name(prefix) S22 diaN T1 5 F5 1.3571582 0 1.4961837
1 0 yaw Name(prefix) S22 diaN T1 5 F2_1 1.5542357 0 1.2885970
1 0 yaw Name(prefix) S22 diaN T1 5 F5_1 0.1795505 0 1.2995886
1 0 yaw Name(prefix) S22 diaN T1 5 F2_5 1.3746852 0 -0.0109916
1 0 yaw Name(prefix) S22 diaN T1 6 F1 1.0989279 0 0.2366957
1 0 yaw Name(prefix) S22 diaN T1 6 F2 2.7430719 0 1.5977876
1 0 yaw Name(prefix) S22 diaN T1 6 F5 0.8369267 0 1.1139500
1 0 yaw Name(prefix) S22 diaN T1 6 F2_1 1.6441440 0 1.3610918
1 0 yaw Name(prefix) S22 diaN T1 6 F5_1 -0.2620012 0 0.8772543
1 0 yaw Name(prefix) S22 diaN T1 6 F2_5 1.9061452 0 0.4838375
1 0 yaw Name(prefix) S22 diaN T1 7 F1 1.0369644 0 0.2627595
1 0 yaw Name(prefix) S22 diaN T1 7 F2 2.7636386 0 1.6823684
1 0 yaw Name(prefix) S22 diaN T1 7 F5 0.5131146 0 0.8893686
1 0 yaw Name(prefix) S22 diaN T1 7 F2_1 1.7266742 0 1.4196089
1 0 yaw Name(prefix) S22 diaN T1 7 F5_1 -0.5238498 0 0.6266091
1 0 yaw Name(prefix) S22 diaN T1 7 F2_5 2.2505240 0 0.7929998
1 0 yaw Name(prefix) S22 diaN T1 8 F1 1.0304942 0 0.3096683
1 0 yaw Name(prefix) S22 diaN T1 8 F2 2.8059415 0 1.7754177
1 0 yaw Name(prefix) S22 diaN T1 8 F5 0.3846761 0 0.8070130
1 0 yaw Name(prefix) S22 diaN T1 8 F2_1 1.7754474 0 1.4657494
1 0 yaw Name(prefix) S22 diaN T1 8 F5_1 -0.6458180 0 0.4973447
1 0 yaw Name(prefix) S22 diaN T1 8 F2_5 2.4212654 0 0.9684047
1 0 yaw Name(prefix) S22 diaN T1 9 F1 1.0240216 0 0.3010914
1 0 yaw Name(prefix) S22 diaN T1 9 F2 2.8438020 0 1.8291457
1 0 yaw Name(prefix) S22 diaN T1 9 F5 0.2552777 0 0.7135327
1 0 yaw Name(prefix) S22 diaN T1 9 F2_1 1.8197804 0 1.5280543
1 0 yaw Name(prefix) S22 diaN T1 9 F5_1 -0.7687439 0 0.4124413
1 0 yaw Name(prefix) S22 diaN T1 9 F2_5 2.5885243 0 1.1156130
1 0 yaw Name(prefix) S22 diaN T1 10 F1 1.0098285 0 0.2819653
1 0 yaw Name(prefix) S22 diaN T1 10 F2 2.8576841 0 1.8437328
1 0 yaw Name(prefix) S22 diaN T1 10 F5 0.1805273 0 0.6608482
1 0 yaw Name(prefix) S22 diaN T1 10 F2_1 1.8478556 0 1.5617675
1 0 yaw Name(prefix) S22 diaN T1 10 F5_1 -0.8293012 0 0.3788828
1 0 yaw Name(prefix) S22 diaN T1 10 F2_5 2.6771568 0 1.1828846
1 0 yaw Name(prefix) S22 diaN T1 11 F1 0.9934161 0 0.2598913
1 0 yaw Name(prefix) S22 diaN T1 11 F2 2.8704409 0 1.8498601
1 0 yaw Name(prefix) S22 diaN T1 11 F5 0.1087931 0 0.5985855
1 0 yaw Name(prefix) S22 diaN T1 11 F2_1 1.8770247 0 1.5899688
1 0 yaw Name(prefix) S22 diaN T1 11 F5_1 -0.8846231 0 0.3386943
1 0 yaw Name(prefix) S22 diaN T1 11 F2_5 2.7616478 0 1.2512745
1 0 yaw Name(prefix) S22 diaN T1 12 F1 0.9825119 0 0.2407473
1 0 yaw Name(prefix) S22 diaN T1 12 F2 2.8050716 0 1.7702126
1 0 yaw Name(prefix) S22 diaN T1 12 F5 0.0420092 0 0.5375805
1 0 yaw Name(prefix) S22 diaN T1 12 F2_1 1.8225597 0 1.5294653
1 0 yaw Name(prefix) S22 diaN T1 12 F5_1 -0.9405027 0 0.2968332
1 0 yaw Name(prefix) S22 diaN T1 12 F2_5 2.7630624 0 1.2326321
1 0 yaw Name(prefix) S22 diaN T1 13 F1 0.9843068 0 0.2524371
1 0 yaw Name(prefix) S22 diaN T1 13 F2 2.7394547 0 1.6951099
1 0 yaw Name(prefix) S22 diaN T1 13 F5 -0.0165473 0 0.4677641
1 0 yaw Name(prefix) S22 diaN T1 13 F2_1 1.7551479 0 1.4426728
1 0 yaw Name(prefix) S22 diaN T1 13 F5_1 -1.0008540 0 0.2153270
1 0 yaw Name(prefix) S22 diaN T1 13 F2_5 2.7560019 0 1.2273458
1 0 yaw Name(prefix) S22 diaN T1 14 F1 0.9862395 0 0.2805173
1 0 yaw Name(prefix) S22 diaN T1 14 F2 2.5961530 0 1.5663362
1 0 yaw Name(prefix) S22 diaN T1 14 F5 -0.0751557 0 0.4126722
1 0 yaw Name(prefix) S22 diaN T1 14 F2_1 1.6099136 0 1.2858189
1 0 yaw Name(prefix) S22 diaN T1 14 F5_1 -1.0613952 0 0.1321549
1 0 yaw Name(prefix) S22 diaN T1 14 F2_5 2.6713088 0 1.1536640
1 0 yaw Name(prefix) S22 diaN T1 15 F1 0.9570882 0 0.3217895
1 0 yaw Name(prefix) S22 diaN T1 15 F2 2.4399823 0 1.4549119
1 0 yaw Name(prefix) S22 diaN T1 15 F5 -0.1722956 0 0.3364744
1 0 yaw Name(prefix) S22 diaN T1 15 F2_1 1.4828942 0 1.1331224
1 0 yaw Name(prefix) S22 diaN T1 15 F5_1 -1.1293838 0 0.0146850
1 0 yaw Name(prefix) S22 diaN T1 15 F2_5 2.6122779 0 1.1184374
1 0 yaw Name(prefix) S22 diaN T1 16 F1 0.9220694 0 0.4089584
1 0 yaw Name(prefix) S22 diaN T1 16 F2 2.1602806 0 1.2655786
1 0 yaw Name(prefix) S22 diaN T1 16 F5 -0.2799313 0 0.2597446
1 0 yaw Name(prefix) S22 diaN T1 16 F2_1 1.2382112 0 0.8566202
1 0 yaw Name(prefix) S22 diaN T1 16 F5_1 -1.2020007 0 -0.1492138
1 0 yaw Name(prefix) S22 diaN T1 16 F2_5 2.4402119 0 1.0058340
1 0 yaw Name(prefix) S22 diaN T1 17 F1 0.8520969 0 0.4372754
1 0 yaw Name(prefix) S22 diaN T1 17 F2 1.8296361 0 1.0536357
1 0 yaw Name(prefix) S22 diaN T1 17 F5 -0.4075299 0 0.1658717
1 0 yaw Name(prefix) S22 diaN T1 17 F2_1 0.9775392 0 0.6163603
1 0 yaw Name(prefix) S22 diaN T1 17 F5_1 -1.2596268 0 -0.2714036
1 0 yaw Name(prefix) S22 diaN T1 17 F2_5 2.2371660 0 0.8877639
1 0 yaw Name(prefix) S22 diaN T1 18 F1 0.7223740 0 0.4155750
1 0 yaw Name(prefix) S22 diaN T1 18 F2 1.5113122 0 0.8580113
1 0 yaw Name(prefix) S22 diaN T1 18 F5 -0.6034322 0 0.0204291
1 0 yaw Name(prefix) S22 diaN T1 18 F2_1 0.7889382 0 0.4424363
1 0 yaw Name(prefix) S22 diaN T1 18 F5_1 -1.3258062 0 -0.3951459
1 0 yaw Name(prefix) S22 diaN T1 18 F2_5 2.1147444 0 0.8375822
1 0 yaw Name(prefix) S22 diaN T1 19 F1 0.5918130 0 0.4106117
1 0 yaw Name(prefix) S22 diaN T1 19 F2 1.2005286 0 0.6680493
1 0 yaw Name(prefix) S22 diaN T1 19 F5 -0.8017297 0 -0.1243436
1 0 yaw Name(prefix) S22 diaN T1 19 F2_1 0.6087157 0 0.2574375
1 0 yaw Name(prefix) S22 diaN T1 19 F5_1 -1.3935427 0 -0.5349554
1 0 yaw Name(prefix) S22 diaN T1 19 F2_5 2.0022584 0 0.7923929
1 0 yaw Name(prefix) S22 diaN T1 20 F1 0.5557637 0 0.4699696
1 0 yaw Name(prefix) S22 diaN T1 20 F2 0.8811476 0 0.4217935
1 0 yaw Name(prefix) S22 diaN T1 20 F5 -0.9965966 0 -0.2662205
1 0 yaw Name(prefix) S22 diaN T1 20 F2_1 0.3253839 0 -0.0481761
1 0 yaw Name(prefix) S22 diaN T1 20 F5_1 -1.5523603 0 -0.7361901
1 0 yaw Name(prefix) S22 diaN T1 20 F2_5 1.8777442 0 0.6880140
2 0 iN Name S22 diaN T1 1 F1 -0.3921265 0 0.1210733
2 0 iN Name S22 diaN T1 1 F2 -0.5875512 1 -0.1625795
2 0 iN Name S22 diaN T1 1 F5 -1.6909612 0 -0.9116607
2 0 iN Name S22 diaN T1 1 F2_1 -0.1954247 0 -0.2836528
2 0 iN Name S22 diaN T1 1 F5_1 -1.2988347 0 -1.0327341
2 0 iN Name S22 diaN T1 1 F2_5 1.1034100 0 0.7490813
2 0 iN Name S22 diaN T1 2 F1 -0.9350984 0 -0.3585748
2 0 iN Name S22 diaN T1 2 F2 -1.0154917 1 -0.3927934
2 0 iN Name S22 diaN T1 2 F5 -1.7825624 0 -1.0079513
2 0 iN Name S22 diaN T1 2 F2_1 -0.0803932 0 -0.0342186
2 0 iN Name S22 diaN T1 2 F5_1 -0.8474640 0 -0.6493765
2 0 iN Name S22 diaN T1 2 F2_5 0.7670708 0 0.6151579
2 0 iN Name S22 diaN T1 3 F1 -1.2963795 0 -0.7023160
2 0 iN Name S22 diaN T1 3 F2 -1.2998448 1 -0.5606153
2 0 iN Name S22 diaN T1 3 F5 -1.8687894 0 -1.0945717
2 0 iN Name S22 diaN T1 3 F2_1 -0.0034653 0 0.1417008
2 0 iN Name S22 diaN T1 3 F5_1 -0.5724099 0 -0.3922557
2 0 iN Name S22 diaN T1 3 F2_5 0.5689446 0 0.5339564
2 0 iN Name S22 diaN T1 4 F1 -1.3253832 0 -0.7302963
2 0 iN Name S22 diaN T1 4 F2 -1.4114184 1 -0.6347839
2 0 iN Name S22 diaN T1 4 F5 -1.9345188 0 -1.1564440
2 0 iN Name S22 diaN T1 4 F2_1 -0.0860352 0 0.0955124
2 0 iN Name S22 diaN T1 4 F5_1 -0.6091356 0 -0.4261477
2 0 iN Name S22 diaN T1 4 F2_5 0.5231004 0 0.5216601
2 0 iN Name S22 diaN T1 5 F1 -1.2510798 0 -0.6378513
2 0 iN Name S22 diaN T1 5 F2 -1.3673984 1 -0.4954843
2 0 iN Name S22 diaN T1 5 F5 -1.9872170 0 -1.2353061
2 0 iN Name S22 diaN T1 5 F2_1 -0.1163186 0 0.1423670
2 0 iN Name S22 diaN T1 5 F5_1 -0.7361372 0 -0.5974547
2 0 iN Name S22 diaN T1 5 F2_5 0.6198186 0 0.7398217
2 0 iN Name S22 diaN T1 6 F1 -1.2413433 0 -0.6610749
2 0 iN Name S22 diaN T1 6 F2 -1.3075654 1 -0.3091894
2 0 iN Name S22 diaN T1 6 F5 -2.0226575 0 -1.3174624
2 0 iN Name S22 diaN T1 6 F2_1 -0.0662221 0 0.3518854
2 0 iN Name S22 diaN T1 6 F5_1 -0.7813142 0 -0.6563876
2 0 iN Name S22 diaN T1 6 F2_5 0.7150921 0 1.0082730
2 0 iN Name S22 diaN T1 7 F1 -1.1913336 0 -0.8820955
2 0 iN Name S22 diaN T1 7 F2 -1.1980663 1 -0.3824776
2 0 iN Name S22 diaN T1 7 F5 -2.0468183 0 -1.3948421
2 0 iN Name S22 diaN T1 7 F2_1 -0.0067327 0 0.4996179
2 0 iN Name S22 diaN T1 7 F5_1 -0.8554847 0 -0.5127466
2 0 iN Name S22 diaN T1 7 F2_5 0.8487520 0 1.0123645
2 0 iN Name S22 diaN T1 8 F1 -1.0375102 0 -1.1213384
2 0 iN Name S22 diaN T1 8 F2 -0.9276963 1 -0.2458039
2 0 iN Name S22 diaN T1 8 F5 -1.8917581 0 -1.3243811
2 0 iN Name S22 diaN T1 8 F2_1 0.1098139 0 0.8755345
2 0 iN Name S22 diaN T1 8 F5_1 -0.8542479 0 -0.2030427
2 0 iN Name S22 diaN T1 8 F2_5 0.9640618 0 1.0785772
2 0 iN Name S22 diaN T1 9 F1 -0.9201432 0 -1.4494649
2 0 iN Name S22 diaN T1 9 F2 -0.2367671 1 0.0799441
2 0 iN Name S22 diaN T1 9 F5 -1.6198890 0 -1.1624867
2 0 iN Name S22 diaN T1 9 F2_1 0.6833762 0 1.5294090
2 0 iN Name S22 diaN T1 9 F5_1 -0.6997457 0 0.2869782
2 0 iN Name S22 diaN T1 9 F2_5 1.3831219 0 1.2424307
2 0 iN Name S22 diaN T1 10 F1 -0.6666467 0 -1.5527292
2 0 iN Name S22 diaN T1 10 F2 0.3461872 1 0.3100083
2 0 iN Name S22 diaN T1 10 F5 -1.4268042 0 -1.0829792
2 0 iN Name S22 diaN T1 10 F2_1 1.0128340 0 1.8627375
2 0 iN Name S22 diaN T1 10 F5_1 -0.7601575 0 0.4697500
2 0 iN Name S22 diaN T1 10 F2_5 1.7729915 0 1.3929875
2 0 iN Name S22 diaN T1 11 F1 -0.2018399 0 -1.4882866
2 0 iN Name S22 diaN T1 11 F2 0.8076622 1 0.3349551
2 0 iN Name S22 diaN T1 11 F5 -1.2867749 0 -1.0730198
2 0 iN Name S22 diaN T1 11 F2_1 1.0095020 0 1.8232417
2 0 iN Name S22 diaN T1 11 F5_1 -1.0849350 0 0.4152668
2 0 iN Name S22 diaN T1 11 F2_5 2.0944370 0 1.4079749
2 0 iN Name S22 diaN T1 12 F1 0.1855882 0 -1.5516626
2 0 iN Name S22 diaN T1 12 F2 1.2005286 1 0.1065492
2 0 iN Name S22 diaN T1 12 F5 -1.1717767 0 -1.0958889
2 0 iN Name S22 diaN T1 12 F2_1 1.0149405 0 1.6582118
2 0 iN Name S22 diaN T1 12 F5_1 -1.3573649 0 0.4557737
2 0 iN Name S22 diaN T1 12 F2_5 2.3723053 0 1.2024380
2 0 iN Name S22 diaN T1 13 F1 0.4886964 0 -1.5973618
2 0 iN Name S22 diaN T1 13 F2 1.6326174 1 -0.0798340
2 0 iN Name S22 diaN T1 13 F5 -1.0744775 0 -1.1387885
2 0 iN Name S22 diaN T1 13 F2_1 1.1439209 0 1.5175278
2 0 iN Name S22 diaN T1 13 F5_1 -1.5631740 0 0.4585733
2 0 iN Name S22 diaN T1 13 F2_5 2.7070949 0 1.0589545
2 0 iN Name S22 diaN T1 14 F1 0.7125599 0 -1.7364434
2 0 iN Name S22 diaN T1 14 F2 2.1012313 1 -0.1405089

Data visualisation

The function below is used in plotting the figures in the demo pages.

case.labs <- c("Prefex", "Name", "Verb", "Aspect","Classfier","Object","Suffix")
names(case.labs) <- c("Name(prefix)","Name","Verb","Aspect", "Classifier", "Object","Object(suffix)")
rawplot <- function(data){
    ggplot(data, aes(x = Time, y = F0_semi, group = FocusCon,color = FocusCon, linetype = FocusCon, linewidth = underfocus)) +
    stat_summary(fun = mean, geom = "smooth") +
    scale_color_manual(name = "Focus condition",
                       breaks = c("F2","F5"),
                       labels = c("Subject focus","Object focus"),
                       values = c("#6a4cb5","#E69F00")) +
    scale_linetype_manual(name = "Focus condition",
                       breaks = c("F2","F5"),
                       labels = c("Subject focus","Object focus"),
                       values = c("solid","dashed")) +
    scale_linewidth_manual(name = "Focused",
                      breaks = c("0","1"),
                      labels = c("Normal","Focused"),
                      values = c(0.8,1.3),
                      guide = "none") +
    facet_grid(tone~case, labeller = labeller(case = case.labs)) + 
    labs(x="Normalized Time point", y = "F0 in semitone") +
    theme_bw() +
    theme(axis.title = element_text(size = 10), 
        legend.title = element_text (size =12), 
        legend.text = element_text(size = 15),
        legend.position = "bottom",
        plot.title = element_text(size=15),
        strip.text = element_text(size = 15))
}
diffplot <- function(data){
    data_average <- data %>%
    group_by(FocusCon, tone, case,Time) %>%
    summarise(F0_semi = mean(F0_semi))
  ggplot(data, aes(x = Time, y = F0_semi, group = FocusCon,color = FocusCon)) +
  geom_hline(yintercept = 0,color = "#000000") + 
    stat_summary(fun = mean, geom = "smooth") +
    geom_area(data = subset(data_average), fill = "#C54e4f", alpha=0.6) +
  scale_color_manual(name = "Focus condition",
                       breaks = c("F2_5"),
                       labels = c( "Suibject-Object"),
                       values = c("#C54e4f")) +
    facet_grid(tone~case,labeller = labeller(case = case.labs)) + 
    scale_linetype_manual(name = "Focus condition",
                       breaks = c("F2_5"),
                       labels = c("Suibject-Object"),
                       values = c("solid")) +
  theme_bw()+
  labs(x="Normalized Time point", y = "F0 in semitone") +
  theme(axis.title = element_text(size = 10), 
        legend.title = element_blank(), #element_text (size =12), 
        legend.text = element_text(size = 15),
        legend.position = "bottom",
        plot.title = element_text(size=15),
        strip.text = element_text(size = 15))
}