2009:Multiple Fundamental Frequency Estimation & Tracking Results
Contents
[hide]Introduction
These are the results for the 2008 running of the Multiple Fundamental Frequency Estimation and Tracking task. For background information about this task set please refer to the 2009:Multiple Fundamental Frequency Estimation & Tracking page.
General Legend
Team ID
BVB = Nancy Bertin, Emmanuel Vincent, Roland Badeau
DHP1 = Zhiyao Duan, Jinyu Han,Bryan Pardo
DHP2 = Zhiyao Duan, Jinyu Han,Bryan Pardo
NEOS1 = Masahiro Nakano, Koji Egashira, Nobutaka Ono, Shigeki Sagayama
NEOS2 = Masahiro Nakano, Koji Egashira, Nobutaka Ono, Shigeki Sagayama
NPA1 = Paolo Nesi, Gianni Pantaleo, Fabrizio Argenti
NPA2 = Paolo Nesi, Gianni Pantaleo, Fabrizio Argenti
RS1 = S. A. Racz├╜nski, S. Sagayma
RS2 = S. A. Racz├╜nski, S. Sagayma
RS3 = S. A. Racz├╜nski, S. Sagayma
RS4 = S. A. Racz├╜nski, S. Sagayma
RS5 = S. A. Racz├╜nski, S. Sagayma
RS6 = S. A. Racz├╜nski, S. Sagayma
YR1 = Chunghsin Yeh, Axel Roebel
YR2 = Chunghsin Yeh, Axel Roebel
ZL = Xueliang Zhang, Wenju Liu
Task 1: Multiple Fundamental Frequency Estimation (MF0E)
MF0E Overall Summary Results
Below are the average scores across 40 test files. These files come from 3 different sources: woodwind quintet recording of bassoon, clarinet, horn,flute and oboe (UIUC); Rendered MIDI using RWC database donated by IRCAM and a quartet recording of bassoon, clarinet, violin and sax donated by Dr. Bryan Pardo`s Interactive Audio Lab (IAL). 20 files coming from 5 sections of the woodwind recording where each section has 4 files ranging from 2 polyphony to 5 polyphony. 12 files from IAL, coming from 4 different songs ranging from 2 polyphony to 4 polyphony and 8 files from RWC synthesized midi ranging from 2 different songs ranging from 2 polphony to 5 polyphony.
BVB | DHP1 | DHP2 | NEOS1 | NEOS2 | NPA1 | NPA2 | RS1 | RS2 | YR1 | YR2 | ZL | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
Accuracy | 0.03 | 0.55 | 0.57 | 0.35 | 0.49 | 0.44 | 0.48 | 0.26 | 0.27 | 0.65 | 0.69 | 0.49 |
Accuracy Chroma | 0.15 | 0.59 | 0.61 | 0.46 | 0.57 | 0.5 | 0.52 | 0.29 | 0.3 | 0.68 | 0.71 | 0.55 |
Detailed Results
Precision | Recall | Accuracy | Etot | Esubs | Emiss | Efa | ||
---|---|---|---|---|---|---|---|---|
BVB | 0.057 | 0.044 | 0.033 | 1.270 | 0.384 | 0.572 | 0.314 | |
DHP1 | 0.735 | 0.614 | 0.548 | 0.510 | 0.113 | 0.273 | 0.124 | |
DHP2 | 0.648 | 0.702 | 0.569 | 0.562 | 0.169 | 0.129 | 0.264 | |
NEOS1 | 0.369 | 0.579 | 0.354 | 1.146 | 0.361 | 0.060 | 0.725 | |
NEOS2 | 0.604 | 0.570 | 0.488 | 0.623 | 0.203 | 0.227 | 0.193 | |
NPA1 | 0.457 | 0.713 | 0.437 | 1.016 | 0.224 | 0.063 | 0.729 | |
NPA2 | 0.506 | 0.760 | 0.483 | 0.904 | 0.179 | 0.061 | 0.664 | |
RS1 | 0.733 | 0.256 | 0.261 | 0.721 | 0.067 | 0.613 | 0.040 | |
RS2 | 0.718 | 0.272 | 0.272 | 0.718 | 0.070 | 0.595 | 0.053 | |
YR1 | 0.740 | 0.752 | 0.646 | 0.432 | 0.119 | 0.129 | 0.183 | |
YR2 | 0.766 | 0.808 | 0.688 | 0.395 | 0.091 | 0.101 | 0.203 | |
ZL | 0.717 | 0.517 | 0.492 | 0.532 | 0.167 | 0.317 | 0.048 |
Detailed Chroma Results
Here, accuracy is assessed on chroma results (i.e. all F0's are mapped to a single octave before evaluating)
Precision | Recall | Accuracy | Etot | Esubs | Emiss | Efa | ||
---|---|---|---|---|---|---|---|---|
BVB | 0.264 | 0.194 | 0.147 | 1.120 | 0.234 | 0.572 | 0.314 | |
DHP1 | 0.788 | 0.656 | 0.585 | 0.468 | 0.071 | 0.273 | 0.124 | |
DHP2 | 0.698 | 0.757 | 0.612 | 0.507 | 0.114 | 0.129 | 0.264 | |
NEOS1 | 0.479 | 0.771 | 0.461 | 0.953 | 0.169 | 0.059 | 0.724 | |
NEOS2 | 0.705 | 0.663 | 0.567 | 0.531 | 0.108 | 0.229 | 0.194 | |
NPA1 | 0.521 | 0.824 | 0.499 | 0.905 | 0.112 | 0.063 | 0.729 | |
NPA2 | 0.540 | 0.817 | 0.516 | 0.847 | 0.122 | 0.061 | 0.664 | |
RS1 | 0.798 | 0.282 | 0.286 | 0.695 | 0.042 | 0.613 | 0.040 | |
RS2 | 0.780 | 0.298 | 0.297 | 0.692 | 0.044 | 0.595 | 0.053 | |
YR1 | 0.780 | 0.793 | 0.681 | 0.391 | 0.078 | 0.129 | 0.183 | |
YR2 | 0.785 | 0.830 | 0.705 | 0.373 | 0.069 | 0.101 | 0.203 | |
ZL | 0.801 | 0.577 | 0.548 | 0.472 | 0.107 | 0.317 | 0.048 |
Individual Results Files for Task 1
BVB = Nancy Bertin, Emmanuel Vincent, Roland Badeau
DHP1 = Zhiyao Duan, Jinyu Han,Bryan Pardo
DHP2 = Zhiyao Duan, Jinyu Han,Bryan Pardo
NEOS1 = Masahiro Nakano, Koji Egashira, Nobutaka Ono, Shigeki Sagayama
NEOS2 = Masahiro Nakano, Koji Egashira, Nobutaka Ono, Shigeki Sagayama
NPA1 = Paolo Nesi, Gianni Pantaleo, Fabrizio Argenti
NPA2 = Paolo Nesi, Gianni Pantaleo, Fabrizio Argenti
RS1 = S. A. Racz├╜nski, S. Sagayma
RS2 = S. A. Racz├╜nski, S. Sagayma
RS3 = S. A. Racz├╜nski, S. Sagayma
RS4 = S. A. Racz├╜nski, S. Sagayma
RS5 = S. A. Racz├╜nski, S. Sagayma
RS6 = S. A. Racz├╜nski, S. Sagayma
YR1 = Chunghsin Yeh, Axel Roebel
YR2 = Chunghsin Yeh, Axel Roebel
ZL = Xueliang Zhang, Wenju Liu
Info about the filenames
The filenames starting with part* comes from acoustic woodwind recording, the ones starting with RWC are synthesized. The legend about the instruments are:
bs = bassoon, cl = clarinet, fl = flute, hn = horn, ob = oboe, vl = violin, cel = cello, gtr = guitar, sax = saxophone, bass = electric bass guitar
Run Times
file /nema-raid/www/mirex/results/2009/multif0/task1_runtimes.csv not found
TBA
Task 2A:Mixed Set Note Tracking (NT)
NT Mixed Set Overall Summary Results
This subtask is evaluated in two different ways. In the first setup , a returned note is assumed correct if its onset is within +-50ms of a ref note and its F0 is within +- quarter tone of the corresponding reference note, ignoring the returned offset values. In the second setup, on top of the above requirements, a correct returned note is required to have an offset value within 20% of the ref notes duration around the ref note`s offset, or within 50ms whichever is larger.
A total of 34 files were used in this subtask: 16 from woodwind recording, 8 from IAL quintet recording and 6 piano.
BVB | DHP1 | NEOS1 | NEOS2 | NPA1 | NPA2 | RS1 | RS2 | RS3 | RS4 | RS5 | RS6 | YR | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Ave. F-Measure Onset-Offset | 0.0026 | 0.2219 | 0.0366 | 0.3187 | 0.1364 | 0.2275 | 0.1577 | 0.1447 | 0.1591 | 0.1505 | 0.1441 | 0.1490 | 0.3077 |
Ave. F-Measure Onset Only | 0.0111 | 0.4259 | 0.2765 | 0.5329 | 0.3087 | 0.3664 | 0.2984 | 0.2838 | 0.3057 | 0.2851 | 0.2920 | 0.2838 | 0.5003 |
Ave. F-Measure Chroma | 0.0124 | 0.2413 | 0.0570 | 0.3607 | 0.1913 | 0.2787 | 0.1794 | 0.1640 | 0.1826 | 0.1704 | 0.1666 | 0.1663 | 0.3246 |
Ave. F-Measure Onset Only Chroma | 0.0622 | 0.4722 | 0.3629 | 0.5906 | 0.3950 | 0.4500 | 0.3323 | 0.3138 | 0.3394 | 0.3189 | 0.3232 | 0.3182 | 0.5216 |
Detailed Results
Precision | Recall | Ave. F-measure | Ave. Overlap | |
---|---|---|---|---|
BVB | 0.002 | 0.003 | 0.003 | 0.251 |
DHP1 | 0.196 | 0.268 | 0.222 | 0.846 |
NEOS1 | 0.037 | 0.038 | 0.037 | 0.855 |
NEOS2 | 0.316 | 0.328 | 0.319 | 0.876 |
NPA1 | 0.096 | 0.246 | 0.136 | 0.860 |
NPA2 | 0.171 | 0.357 | 0.228 | 0.881 |
RS1 | 0.214 | 0.140 | 0.158 | 0.881 |
RS2 | 0.195 | 0.130 | 0.145 | 0.878 |
RS3 | 0.209 | 0.145 | 0.159 | 0.888 |
RS4 | 0.192 | 0.139 | 0.151 | 0.830 |
RS5 | 0.191 | 0.133 | 0.144 | 0.878 |
RS6 | 0.199 | 0.134 | 0.149 | 0.853 |
YR | 0.270 | 0.377 | 0.308 | 0.888 |
Detailed Chroma Results
Here, accuracy is assessed on chroma results (i.e. all F0's are mapped to a single octave before evaluating)
Precision | Recall | Ave. F-measure | Ave. Overlap | |
---|---|---|---|---|
BVB | 0.012 | 0.013 | 0.012 | 0.661 |
DHP1 | 0.215 | 0.290 | 0.241 | 0.844 |
NEOS1 | 0.056 | 0.060 | 0.057 | 0.854 |
NEOS2 | 0.358 | 0.371 | 0.361 | 0.874 |
NPA1 | 0.135 | 0.349 | 0.191 | 0.855 |
NPA2 | 0.210 | 0.434 | 0.279 | 0.875 |
RS1 | 0.238 | 0.161 | 0.179 | 0.879 |
RS2 | 0.216 | 0.149 | 0.164 | 0.877 |
RS3 | 0.235 | 0.168 | 0.183 | 0.883 |
RS4 | 0.215 | 0.159 | 0.170 | 0.829 |
RS5 | 0.216 | 0.155 | 0.167 | 0.878 |
RS6 | 0.219 | 0.151 | 0.166 | 0.851 |
YR | 0.284 | 0.399 | 0.325 | 0.885 |
Results Based on Onset Only
Precision | Recall | Ave. F-measure | Ave. Overlap | |
---|---|---|---|---|
BVB | 0.011 | 0.012 | 0.011 | 0.394 |
DHP1 | 0.406 | 0.490 | 0.426 | 0.650 |
NEOS1 | 0.293 | 0.274 | 0.276 | 0.481 |
NEOS2 | 0.527 | 0.554 | 0.533 | 0.717 |
NPA1 | 0.220 | 0.551 | 0.309 | 0.622 |
NPA2 | 0.278 | 0.562 | 0.366 | 0.730 |
RS1 | 0.421 | 0.265 | 0.298 | 0.620 |
RS2 | 0.403 | 0.253 | 0.284 | 0.617 |
RS3 | 0.417 | 0.277 | 0.306 | 0.625 |
RS4 | 0.387 | 0.258 | 0.285 | 0.618 |
RS5 | 0.401 | 0.266 | 0.292 | 0.609 |
RS6 | 0.400 | 0.252 | 0.284 | 0.616 |
YR | 0.431 | 0.630 | 0.500 | 0.714 |
Chroma Results Based on Onset Only
Precision | Recall | Ave. F-measure | Ave. Overlap | |
---|---|---|---|---|
BVB | 0.062 | 0.065 | 0.062 | 0.451 |
DHP1 | 0.448 | 0.546 | 0.472 | 0.626 |
NEOS1 | 0.379 | 0.364 | 0.363 | 0.473 |
NEOS2 | 0.586 | 0.612 | 0.591 | 0.706 |
NPA1 | 0.280 | 0.718 | 0.395 | 0.607 |
NPA2 | 0.342 | 0.691 | 0.450 | 0.683 |
RS1 | 0.468 | 0.298 | 0.332 | 0.604 |
RS2 | 0.446 | 0.281 | 0.314 | 0.597 |
RS3 | 0.463 | 0.311 | 0.339 | 0.608 |
RS4 | 0.430 | 0.293 | 0.319 | 0.582 |
RS5 | 0.444 | 0.296 | 0.323 | 0.598 |
RS6 | 0.447 | 0.286 | 0.318 | 0.593 |
YR | 0.450 | 0.656 | 0.522 | 0.672 |
Task 2B:Piano-Only Note Tracking (NT)
NT Piano-Only Overall Summary Results
This subtask is evaluated in two different ways. In the first setup , a returned note is assumed correct if its onset is within +-50ms of a ref note and its F0 is within +- quarter tone of the corresponding reference note, ignoring the returned offset values. In the second setup, on top of the above requirements, a correct returned note is required to have an offset value within 20% of the ref notes duration around the ref note`s offset, or within 50ms whichever is larger. 6 piano recordings are evaluated separately for this subtask.
BVB | DHP1 | NEOS1 | NEOS2 | NPA1 | NPA2 | RS1 | RS2 | RS3 | RS4 | RS5 | RS6 | YR | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Ave. F-Measure Onset-Offset | 0.0048 | 0.1430 | 0.0274 | 0.1386 | 0.1236 | 0.1715 | 0.1194 | 0.0987 | 0.1099 | 0.1050 | 0.0860 | 0.1110 | 0.1489 |
Ave. F-Measure Onset Only | 0.0205 | 0.3756 | 0.3864 | 0.5271 | 0.4416 | 0.4058 | 0.3397 | 0.3594 | 0.3396 | 0.2775 | 0.3702 | 0.2795 | 0.4560 |
Ave. F-Measure Chroma | 0.0142 | 0.1487 | 0.0299 | 0.1517 | 0.1903 | 0.2475 | 0.1233 | 0.1017 | 0.1140 | 0.1085 | 0.0881 | 0.1124 | 0.1395 |
Ave. F-Measure Onset Only Chroma | 0.0724 | 0.3861 | 0.4042 | 0.5251 | 0.5150 | 0.4967 | 0.3462 | 0.3655 | 0.3466 | 0.2845 | 0.3768 | 0.2869 | 0.4431 |
Detailed Results
Precision | Recall | Ave. F-measure | Ave. Overlap | |
---|---|---|---|---|
BVB | 0.006 | 0.004 | 0.005 | 0.395 |
DHP1 | 0.144 | 0.146 | 0.143 | 0.790 |
NEOS1 | 0.029 | 0.027 | 0.027 | 0.822 |
NEOS2 | 0.146 | 0.138 | 0.139 | 0.788 |
NPA1 | 0.097 | 0.176 | 0.124 | 0.799 |
NPA2 | 0.137 | 0.231 | 0.171 | 0.822 |
RS1 | 0.240 | 0.080 | 0.119 | 0.844 |
RS2 | 0.193 | 0.067 | 0.099 | 0.821 |
RS3 | 0.210 | 0.075 | 0.110 | 0.844 |
RS4 | 0.208 | 0.071 | 0.105 | 0.687 |
RS5 | 0.157 | 0.060 | 0.086 | 0.826 |
RS6 | 0.226 | 0.074 | 0.111 | 0.825 |
YR | 0.114 | 0.215 | 0.149 | 0.804 |
Detailed Chroma Results
Here, accuracy is assessed on chroma results (i.e. all F0's are mapped to a single octave before evaluating)
Precision | Recall | Ave. F-measure | Ave. Overlap | |
---|---|---|---|---|
BVB | 0.016 | 0.014 | 0.014 | 0.733 |
DHP1 | 0.148 | 0.154 | 0.149 | 0.785 |
NEOS1 | 0.032 | 0.029 | 0.030 | 0.827 |
NEOS2 | 0.156 | 0.155 | 0.152 | 0.783 |
NPA1 | 0.150 | 0.267 | 0.190 | 0.792 |
NPA2 | 0.198 | 0.334 | 0.247 | 0.802 |
RS1 | 0.247 | 0.083 | 0.123 | 0.845 |
RS2 | 0.198 | 0.069 | 0.102 | 0.821 |
RS3 | 0.217 | 0.078 | 0.114 | 0.839 |
RS4 | 0.214 | 0.073 | 0.108 | 0.685 |
RS5 | 0.161 | 0.061 | 0.088 | 0.827 |
RS6 | 0.229 | 0.075 | 0.112 | 0.825 |
YR | 0.107 | 0.204 | 0.140 | 0.796 |
Results Based on Onset Only
Precision | Recall | Ave. F-measure | Ave. Overlap | |
---|---|---|---|---|
BVB | 0.022 | 0.020 | 0.020 | 0.491 |
DHP1 | 0.365 | 0.402 | 0.376 | 0.561 |
NEOS1 | 0.439 | 0.362 | 0.386 | 0.369 |
NEOS2 | 0.541 | 0.539 | 0.527 | 0.550 |
NPA1 | 0.345 | 0.635 | 0.442 | 0.558 |
NPA2 | 0.323 | 0.552 | 0.406 | 0.609 |
RS1 | 0.650 | 0.233 | 0.340 | 0.595 |
RS2 | 0.689 | 0.246 | 0.359 | 0.561 |
RS3 | 0.628 | 0.236 | 0.340 | 0.591 |
RS4 | 0.514 | 0.192 | 0.278 | 0.573 |
RS5 | 0.679 | 0.257 | 0.370 | 0.562 |
RS6 | 0.535 | 0.191 | 0.279 | 0.599 |
YR | 0.345 | 0.680 | 0.456 | 0.543 |
Chroma Results Based on Onset Only
Precision | Recall | Ave. F-measure | Ave. Overlap | |
---|---|---|---|---|
BVB | 0.074 | 0.074 | 0.072 | 0.423 |
DHP1 | 0.373 | 0.416 | 0.386 | 0.552 |
NEOS1 | 0.459 | 0.379 | 0.404 | 0.364 |
NEOS2 | 0.539 | 0.537 | 0.525 | 0.546 |
NPA1 | 0.403 | 0.738 | 0.515 | 0.548 |
NPA2 | 0.395 | 0.678 | 0.497 | 0.577 |
RS1 | 0.661 | 0.237 | 0.346 | 0.596 |
RS2 | 0.700 | 0.250 | 0.366 | 0.563 |
RS3 | 0.641 | 0.241 | 0.347 | 0.593 |
RS4 | 0.526 | 0.198 | 0.285 | 0.553 |
RS5 | 0.691 | 0.262 | 0.377 | 0.565 |
RS6 | 0.548 | 0.197 | 0.287 | 0.602 |
YR | 0.334 | 0.666 | 0.443 | 0.509 |
Individual Results Files for Task 2
BVB = Nancy Bertin, Emmanuel Vincent, Roland Badeau
DHP1 = Zhiyao Duan, Jinyu Han,Bryan Pardo
DHP2 = Zhiyao Duan, Jinyu Han,Bryan Pardo
NEOS1 = Masahiro Nakano, Koji Egashira, Nobutaka Ono, Shigeki Sagayama
NEOS2 = Masahiro Nakano, Koji Egashira, Nobutaka Ono, Shigeki Sagayama
NPA1 = Paolo Nesi, Gianni Pantaleo, Fabrizio Argenti
NPA2 = Paolo Nesi, Gianni Pantaleo, Fabrizio Argenti
RS1 = S. A. Racz├╜nski, S. Sagayma
RS2 = S. A. Racz├╜nski, S. Sagayma
RS3 = S. A. Racz├╜nski, S. Sagayma
RS4 = S. A. Racz├╜nski, S. Sagayma
RS5 = S. A. Racz├╜nski, S. Sagayma
RS6 = S. A. Racz├╜nski, S. Sagayma
YR = Chunghsin Yeh, Axel Roebel
Info About Filenames
The filenames starting with part* come from acoustic woodwind recording, the ones starting with RWC are synthesized. The piano files are: RA_C030_align.wav, bach_847TESTp.wav, beet_pathetique_3TESTp.wav, mz_333_1TESTp.wav, scn_4TESTp.wav.note, ty_januarTESTp.wav.note. The filenames starting with 01*, 03*, 07*, 09* are coming from the quartet recording.
Run Times
file /nema-raid/www/mirex/results/2009/multif0/task2_runtimes.csv not found TBA
Task 3 Instrument Tracking
Same dataset was used as in Task1. The evaluations were performed by first one-to-one matching the detected contours to the ground-truth contours. This is done by selecting the best scoring duo`s of detected and ground-truth contours. If there are extra detected contours that are not matched to any of the ground-truth contours, all the returned F0`s in those contours are added to false positives. If there are extra ground-truth contours that are not matched to any detected contours, all the F0`s in the ground-truth contours are added to false negatives.
MF0It Detailed Results
Precision | Recall | Accuracy | F-measure | ||
---|---|---|---|---|---|
DHP1 | 0.407 | 0.289 | 0.206 | 0.335 |
Detailed Chroma Results
Here, accuracy is assessed on chroma results (i.e. all F0's are mapped to a single octave before evaluating)
Precision | Recall | Accuracy | F-measure | ||
---|---|---|---|---|---|
DHP1 | 0.446 | 0.309 | 0.225 | 0.361 |
Individual Results Files for Task 3
DHP1 = Zhiyao Duan, Jinyu Han,Bryan Pardo
Info About Filenames
The filenames starting with part* come from acoustic woodwind recording, the ones starting with RWC are synthesized. The piano files are: RA_C030_align.wav, bach_847TESTp.wav, beet_pathetique_3TESTp.wav, mz_333_1TESTp.wav, scn_4TESTp.wav.note, ty_januarTESTp.wav.note. The filenames starting with 01*, 03*, 07*, 09* are coming from the quartet recording.
Friedman's Test for Significant Differences
Task 1: Multiple Fundamental Frequency Estimation (MF0E)
The Friedman test was run in MATLAB to test significant differences amongst systems with regard to the performance (accuracy) on individual files.
Tukey-Kramer HSD Multi-Comparison
TeamID | TeamID | Lowerbound | Mean | Upperbound | Significance |
---|---|---|---|---|---|
YR2 | YR1 | -1.4847 | 1.1500 | 3.7847 | FALSE |
YR2 | DHP2 | -0.0597 | 2.5750 | 5.2097 | FALSE |
YR2 | DHP1 | 0.3653 | 3.0000 | 5.6347 | TRUE |
YR2 | ZL | 1.7653 | 4.4000 | 7.0347 | TRUE |
YR2 | NEOS2 | 1.8903 | 4.5250 | 7.1597 | TRUE |
YR2 | NPA2 | 1.4903 | 4.1250 | 6.7597 | TRUE |
YR2 | NPA1 | 2.9903 | 5.6250 | 8.2597 | TRUE |
YR2 | NEOS1 | 4.5653 | 7.2000 | 9.8347 | TRUE |
YR2 | RS2 | 5.6153 | 8.2500 | 10.8847 | TRUE |
YR2 | RS1 | 6.2903 | 8.9250 | 11.5597 | TRUE |
YR2 | BVB | 7.8903 | 10.5250 | 13.1597 | TRUE |
YR1 | DHP2 | -1.2097 | 1.4250 | 4.0597 | FALSE |
YR1 | DHP1 | -0.7847 | 1.8500 | 4.4847 | FALSE |
YR1 | ZL | 0.6153 | 3.2500 | 5.8847 | TRUE |
YR1 | NEOS2 | 0.7403 | 3.3750 | 6.0097 | TRUE |
YR1 | NPA2 | 0.3403 | 2.9750 | 5.6097 | TRUE |
YR1 | NPA1 | 1.8403 | 4.4750 | 7.1097 | TRUE |
YR1 | NEOS1 | 3.4153 | 6.0500 | 8.6847 | TRUE |
YR1 | RS2 | 4.4653 | 7.1000 | 9.7347 | TRUE |
YR1 | RS1 | 5.1403 | 7.7750 | 10.4097 | TRUE |
YR1 | BVB | 6.7403 | 9.3750 | 12.0097 | TRUE |
DHP2 | DHP1 | -2.2097 | 0.4250 | 3.0597 | FALSE |
DHP2 | ZL | -0.8097 | 1.8250 | 4.4597 | FALSE |
DHP2 | NEOS2 | -0.6847 | 1.9500 | 4.5847 | FALSE |
DHP2 | NPA2 | -1.0847 | 1.5500 | 4.1847 | FALSE |
DHP2 | NPA1 | 0.4153 | 3.0500 | 5.6847 | TRUE |
DHP2 | NEOS1 | 1.9903 | 4.6250 | 7.2597 | TRUE |
DHP2 | RS2 | 3.0403 | 5.6750 | 8.3097 | TRUE |
DHP2 | RS1 | 3.7153 | 6.3500 | 8.9847 | TRUE |
DHP2 | BVB | 5.3153 | 7.9500 | 10.5847 | TRUE |
DHP1 | ZL | -1.2347 | 1.4000 | 4.0347 | FALSE |
DHP1 | NEOS2 | -1.1097 | 1.5250 | 4.1597 | FALSE |
DHP1 | NPA2 | -1.5097 | 1.1250 | 3.7597 | FALSE |
DHP1 | NPA1 | -0.0097 | 2.6250 | 5.2597 | FALSE |
DHP1 | NEOS1 | 1.5653 | 4.2000 | 6.8347 | TRUE |
DHP1 | RS2 | 2.6153 | 5.2500 | 7.8847 | TRUE |
DHP1 | RS1 | 3.2903 | 5.9250 | 8.5597 | TRUE |
DHP1 | BVB | 4.8903 | 7.5250 | 10.1597 | TRUE |
ZL | NEOS2 | -2.5097 | 0.1250 | 2.7597 | FALSE |
ZL | NPA2 | -2.9097 | -0.2750 | 2.3597 | FALSE |
ZL | NPA1 | -1.4097 | 1.2250 | 3.8597 | FALSE |
ZL | NEOS1 | 0.1653 | 2.8000 | 5.4347 | TRUE |
ZL | RS2 | 1.2153 | 3.8500 | 6.4847 | TRUE |
ZL | RS1 | 1.8903 | 4.5250 | 7.1597 | TRUE |
ZL | BVB | 3.4903 | 6.1250 | 8.7597 | TRUE |
NEOS2 | NPA2 | -3.0347 | -0.4000 | 2.2347 | FALSE |
NEOS2 | NPA1 | -1.5347 | 1.1000 | 3.7347 | FALSE |
NEOS2 | NEOS1 | 0.0403 | 2.6750 | 5.3097 | TRUE |
NEOS2 | RS2 | 1.0903 | 3.7250 | 6.3597 | TRUE |
NEOS2 | RS1 | 1.7653 | 4.4000 | 7.0347 | TRUE |
NEOS2 | BVB | 3.3653 | 6.0000 | 8.6347 | TRUE |
NPA2 | NPA1 | -1.1347 | 1.5000 | 4.1347 | FALSE |
NPA2 | NEOS1 | 0.4403 | 3.0750 | 5.7097 | TRUE |
NPA2 | RS2 | 1.4903 | 4.1250 | 6.7597 | TRUE |
NPA2 | RS1 | 2.1653 | 4.8000 | 7.4347 | TRUE |
NPA2 | BVB | 3.7653 | 6.4000 | 9.0347 | TRUE |
NPA1 | NEOS1 | -1.0597 | 1.5750 | 4.2097 | FALSE |
NPA1 | RS2 | -0.0097 | 2.6250 | 5.2597 | FALSE |
NPA1 | RS1 | 0.6653 | 3.3000 | 5.9347 | TRUE |
NPA1 | BVB | 2.2653 | 4.9000 | 7.5347 | TRUE |
NEOS1 | RS2 | -1.5847 | 1.0500 | 3.6847 | FALSE |
NEOS1 | RS1 | -0.9097 | 1.7250 | 4.3597 | FALSE |
NEOS1 | BVB | 0.6903 | 3.3250 | 5.9597 | TRUE |
RS2 | RS1 | -1.9597 | 0.6750 | 3.3097 | FALSE |
RS2 | BVB | -0.3597 | 2.2750 | 4.9097 | FALSE |
RS1 | BVB | -1.0347 | 1.6000 | 4.2347 | FALSE |
Task 2: Note Tracking
The Friedman test was run in MATLAB to test significant differences amongst systems with regard to the F-measure on individual files.
Tukey-Kramer HSD Multi-Comparison for Task2A
TeamID | TeamID | Lowerbound | Mean | Upperbound | Significance |
---|---|---|---|---|---|
NEOS2 | YR | -2.3320 | 0.7941 | 3.9202 | FALSE |
NEOS2 | NPA2 | -1.4496 | 1.6765 | 4.8026 | FALSE |
NEOS2 | DHP1 | -0.3026 | 2.8235 | 5.9496 | FALSE |
NEOS2 | RS3 | 1.8445 | 4.9706 | 8.0967 | TRUE |
NEOS2 | RS1 | 1.4768 | 4.6029 | 7.7290 | TRUE |
NEOS2 | RS4 | 2.2562 | 5.3824 | 8.5085 | TRUE |
NEOS2 | RS6 | 2.2857 | 5.4118 | 8.5379 | TRUE |
NEOS2 | RS2 | 2.7710 | 5.8971 | 9.0232 | TRUE |
NEOS2 | RS5 | 2.5210 | 5.6471 | 8.7732 | TRUE |
NEOS2 | NPA1 | 2.3592 | 5.4853 | 8.6114 | TRUE |
NEOS2 | NEOS1 | 5.7857 | 8.9118 | 12.0379 | TRUE |
NEOS2 | BVB | 7.5945 | 10.7206 | 13.8467 | TRUE |
YR | NPA2 | -2.2438 | 0.8824 | 4.0085 | FALSE |
YR | DHP1 | -1.0967 | 2.0294 | 5.1555 | FALSE |
YR | RS3 | 1.0504 | 4.1765 | 7.3026 | TRUE |
YR | RS1 | 0.6827 | 3.8088 | 6.9349 | TRUE |
YR | RS4 | 1.4621 | 4.5882 | 7.7143 | TRUE |
YR | RS6 | 1.4915 | 4.6176 | 7.7438 | TRUE |
YR | RS2 | 1.9768 | 5.1029 | 8.2290 | TRUE |
YR | RS5 | 1.7268 | 4.8529 | 7.9790 | TRUE |
YR | NPA1 | 1.5651 | 4.6912 | 7.8173 | TRUE |
YR | NEOS1 | 4.9915 | 8.1176 | 11.2438 | TRUE |
YR | BVB | 6.8004 | 9.9265 | 13.0526 | TRUE |
NPA2 | DHP1 | -1.9790 | 1.1471 | 4.2732 | FALSE |
NPA2 | RS3 | 0.1680 | 3.2941 | 6.4202 | TRUE |
NPA2 | RS1 | -0.1996 | 2.9265 | 6.0526 | FALSE |
NPA2 | RS4 | 0.5798 | 3.7059 | 6.8320 | TRUE |
NPA2 | RS6 | 0.6092 | 3.7353 | 6.8614 | TRUE |
NPA2 | RS2 | 1.0945 | 4.2206 | 7.3467 | TRUE |
NPA2 | RS5 | 0.8445 | 3.9706 | 7.0967 | TRUE |
NPA2 | NPA1 | 0.6827 | 3.8088 | 6.9349 | TRUE |
NPA2 | NEOS1 | 4.1092 | 7.2353 | 10.3614 | TRUE |
NPA2 | BVB | 5.9180 | 9.0441 | 12.1702 | TRUE |
DHP1 | RS3 | -0.9790 | 2.1471 | 5.2732 | FALSE |
DHP1 | RS1 | -1.3467 | 1.7794 | 4.9055 | FALSE |
DHP1 | RS4 | -0.5673 | 2.5588 | 5.6849 | FALSE |
DHP1 | RS6 | -0.5379 | 2.5882 | 5.7143 | FALSE |
DHP1 | RS2 | -0.0526 | 3.0735 | 6.1996 | FALSE |
DHP1 | RS5 | -0.3026 | 2.8235 | 5.9496 | FALSE |
DHP1 | NPA1 | -0.4643 | 2.6618 | 5.7879 | FALSE |
DHP1 | NEOS1 | 2.9621 | 6.0882 | 9.2143 | TRUE |
DHP1 | BVB | 4.7710 | 7.8971 | 11.0232 | TRUE |
RS3 | RS1 | -3.4938 | -0.3676 | 2.7585 | FALSE |
RS3 | RS4 | -2.7143 | 0.4118 | 3.5379 | FALSE |
RS3 | RS6 | -2.6849 | 0.4412 | 3.5673 | FALSE |
RS3 | RS2 | -2.1996 | 0.9265 | 4.0526 | FALSE |
RS3 | RS5 | -2.4496 | 0.6765 | 3.8026 | FALSE |
RS3 | NPA1 | -2.6114 | 0.5147 | 3.6408 | FALSE |
RS3 | NEOS1 | 0.8151 | 3.9412 | 7.0673 | TRUE |
RS3 | BVB | 2.6239 | 5.7500 | 8.8761 | TRUE |
RS1 | RS4 | -2.3467 | 0.7794 | 3.9055 | FALSE |
RS1 | RS6 | -2.3173 | 0.8088 | 3.9349 | FALSE |
RS1 | RS2 | -1.8320 | 1.2941 | 4.4202 | FALSE |
RS1 | RS5 | -2.0820 | 1.0441 | 4.1702 | FALSE |
RS1 | NPA1 | -2.2438 | 0.8824 | 4.0085 | FALSE |
RS1 | NEOS1 | 1.1827 | 4.3088 | 7.4349 | TRUE |
RS1 | BVB | 2.9915 | 6.1176 | 9.2438 | TRUE |
RS4 | RS6 | -3.0967 | 0.0294 | 3.1555 | FALSE |
RS4 | RS2 | -2.6114 | 0.5147 | 3.6408 | FALSE |
RS4 | RS5 | -2.8614 | 0.2647 | 3.3908 | FALSE |
RS4 | NPA1 | -3.0232 | 0.1029 | 3.2290 | FALSE |
RS4 | NEOS1 | 0.4033 | 3.5294 | 6.6555 | TRUE |
RS4 | BVB | 2.2121 | 5.3382 | 8.4643 | TRUE |
RS6 | RS2 | -2.6408 | 0.4853 | 3.6114 | FALSE |
RS6 | RS5 | -2.8908 | 0.2353 | 3.3614 | FALSE |
RS6 | NPA1 | -3.0526 | 0.0735 | 3.1996 | FALSE |
RS6 | NEOS1 | 0.3739 | 3.5000 | 6.6261 | TRUE |
RS6 | BVB | 2.1827 | 5.3088 | 8.4349 | TRUE |
RS2 | RS5 | -3.3761 | -0.2500 | 2.8761 | FALSE |
RS2 | NPA1 | -3.5379 | -0.4118 | 2.7143 | FALSE |
RS2 | NEOS1 | -0.1114 | 3.0147 | 6.1408 | FALSE |
RS2 | BVB | 1.6974 | 4.8235 | 7.9496 | TRUE |
RS5 | NPA1 | -3.2879 | -0.1618 | 2.9643 | FALSE |
RS5 | NEOS1 | 0.1386 | 3.2647 | 6.3908 | TRUE |
RS5 | BVB | 1.9474 | 5.0735 | 8.1996 | TRUE |
NPA1 | NEOS1 | 0.3004 | 3.4265 | 6.5526 | TRUE |
NPA1 | BVB | 2.1092 | 5.2353 | 8.3614 | TRUE |
NEOS1 | BVB | -1.3173 | 1.8088 | 4.9349 | FALSE |
Tukey-Kramer HSD Multi-Comparison for Task2B (Piano)
TeamID | TeamID | Lowerbound | Mean | Upperbound | Significance |
---|---|---|---|---|---|
NPA2 | YR | -6.5930 | 0.8333 | 8.2597 | FALSE |
NPA2 | DHP1 | -6.0930 | 1.3333 | 8.7597 | FALSE |
NPA2 | NEOS2 | -6.5930 | 0.8333 | 8.2597 | FALSE |
NPA2 | NPA1 | -5.8430 | 1.5833 | 9.0097 | FALSE |
NPA2 | RS1 | -4.0930 | 3.3333 | 10.7597 | FALSE |
NPA2 | RS6 | -4.3430 | 3.0833 | 10.5097 | FALSE |
NPA2 | RS3 | -2.7597 | 4.6667 | 12.0930 | FALSE |
NPA2 | RS4 | -3.4263 | 4.0000 | 11.4263 | FALSE |
NPA2 | RS2 | -2.9263 | 4.5000 | 11.9263 | FALSE |
NPA2 | RS5 | -2.8430 | 4.5833 | 12.0097 | FALSE |
NPA2 | NEOS1 | 0.0737 | 7.5000 | 14.9263 | TRUE |
NPA2 | BVB | 1.8237 | 9.2500 | 16.6763 | TRUE |
YR | DHP1 | -6.9263 | 0.5000 | 7.9263 | FALSE |
YR | NEOS2 | -7.4263 | 0.0000 | 7.4263 | FALSE |
YR | NPA1 | -6.6763 | 0.7500 | 8.1763 | FALSE |
YR | RS1 | -4.9263 | 2.5000 | 9.9263 | FALSE |
YR | RS6 | -5.1763 | 2.2500 | 9.6763 | FALSE |
YR | RS3 | -3.5930 | 3.8333 | 11.2597 | FALSE |
YR | RS4 | -4.2597 | 3.1667 | 10.5930 | FALSE |
YR | RS2 | -3.7597 | 3.6667 | 11.0930 | FALSE |
YR | RS5 | -3.6763 | 3.7500 | 11.1763 | FALSE |
YR | NEOS1 | -0.7597 | 6.6667 | 14.0930 | FALSE |
YR | BVB | 0.9903 | 8.4167 | 15.8430 | TRUE |
DHP1 | NEOS2 | -7.9263 | -0.5000 | 6.9263 | FALSE |
DHP1 | NPA1 | -7.1763 | 0.2500 | 7.6763 | FALSE |
DHP1 | RS1 | -5.4263 | 2.0000 | 9.4263 | FALSE |
DHP1 | RS6 | -5.6763 | 1.7500 | 9.1763 | FALSE |
DHP1 | RS3 | -4.0930 | 3.3333 | 10.7597 | FALSE |
DHP1 | RS4 | -4.7597 | 2.6667 | 10.0930 | FALSE |
DHP1 | RS2 | -4.2597 | 3.1667 | 10.5930 | FALSE |
DHP1 | RS5 | -4.1763 | 3.2500 | 10.6763 | FALSE |
DHP1 | NEOS1 | -1.2597 | 6.1667 | 13.5930 | FALSE |
DHP1 | BVB | 0.4903 | 7.9167 | 15.3430 | TRUE |
NEOS2 | NPA1 | -6.6763 | 0.7500 | 8.1763 | FALSE |
NEOS2 | RS1 | -4.9263 | 2.5000 | 9.9263 | FALSE |
NEOS2 | RS6 | -5.1763 | 2.2500 | 9.6763 | FALSE |
NEOS2 | RS3 | -3.5930 | 3.8333 | 11.2597 | FALSE |
NEOS2 | RS4 | -4.2597 | 3.1667 | 10.5930 | FALSE |
NEOS2 | RS2 | -3.7597 | 3.6667 | 11.0930 | FALSE |
NEOS2 | RS5 | -3.6763 | 3.7500 | 11.1763 | FALSE |
NEOS2 | NEOS1 | -0.7597 | 6.6667 | 14.0930 | FALSE |
NEOS2 | BVB | 0.9903 | 8.4167 | 15.8430 | TRUE |
NPA1 | RS1 | -5.6763 | 1.7500 | 9.1763 | FALSE |
NPA1 | RS6 | -5.9263 | 1.5000 | 8.9263 | FALSE |
NPA1 | RS3 | -4.3430 | 3.0833 | 10.5097 | FALSE |
NPA1 | RS4 | -5.0097 | 2.4167 | 9.8430 | FALSE |
NPA1 | RS2 | -4.5097 | 2.9167 | 10.3430 | FALSE |
NPA1 | RS5 | -4.4263 | 3.0000 | 10.4263 | FALSE |
NPA1 | NEOS1 | -1.5097 | 5.9167 | 13.3430 | FALSE |
NPA1 | BVB | 0.2403 | 7.6667 | 15.0930 | TRUE |
RS1 | RS6 | -7.6763 | -0.2500 | 7.1763 | FALSE |
RS1 | RS3 | -6.0930 | 1.3333 | 8.7597 | FALSE |
RS1 | RS4 | -6.7597 | 0.6667 | 8.0930 | FALSE |
RS1 | RS2 | -6.2597 | 1.1667 | 8.5930 | FALSE |
RS1 | RS5 | -6.1763 | 1.2500 | 8.6763 | FALSE |
RS1 | NEOS1 | -3.2597 | 4.1667 | 11.5930 | FALSE |
RS1 | BVB | -1.5097 | 5.9167 | 13.3430 | FALSE |
RS6 | RS3 | -5.8430 | 1.5833 | 9.0097 | FALSE |
RS6 | RS4 | -6.5097 | 0.9167 | 8.3430 | FALSE |
RS6 | RS2 | -6.0097 | 1.4167 | 8.8430 | FALSE |
RS6 | RS5 | -5.9263 | 1.5000 | 8.9263 | FALSE |
RS6 | NEOS1 | -3.0097 | 4.4167 | 11.8430 | FALSE |
RS6 | BVB | -1.2597 | 6.1667 | 13.5930 | FALSE |
RS3 | RS4 | -8.0930 | -0.6667 | 6.7597 | FALSE |
RS3 | RS2 | -7.5930 | -0.1667 | 7.2597 | FALSE |
RS3 | RS5 | -7.5097 | -0.0833 | 7.3430 | FALSE |
RS3 | NEOS1 | -4.5930 | 2.8333 | 10.2597 | FALSE |
RS3 | BVB | -2.8430 | 4.5833 | 12.0097 | FALSE |
RS4 | RS2 | -6.9263 | 0.5000 | 7.9263 | FALSE |
RS4 | RS5 | -6.8430 | 0.5833 | 8.0097 | FALSE |
RS4 | NEOS1 | -3.9263 | 3.5000 | 10.9263 | FALSE |
RS4 | BVB | -2.1763 | 5.2500 | 12.6763 | FALSE |
RS2 | RS5 | -7.3430 | 0.0833 | 7.5097 | FALSE |
RS2 | NEOS1 | -4.4263 | 3.0000 | 10.4263 | FALSE |
RS2 | BVB | -2.6763 | 4.7500 | 12.1763 | FALSE |
RS5 | NEOS1 | -4.5097 | 2.9167 | 10.3430 | FALSE |
RS5 | BVB | -2.7597 | 4.6667 | 12.0930 | FALSE |
NEOS1 | BVB | -5.6763 | 1.7500 | 9.1763 | FALSE |