2013:Multiple Fundamental Frequency Estimation & Tracking Results
Contents
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 2012:Multiple Fundamental Frequency Estimation & Tracking page.
General Legend
Sub code | Submission name | Abstract | Contributors |
---|---|---|---|
BD1 | BenetosDixon MultiF0 | Emmanouil Benetos, Simon Dixon | |
BD2 | BenetosDixon NoteTracking1 | Emmanouil Benetos, Simon Dixon | |
BD3 | BenetosDixon NoteTracking2 | Emmanouil Benetos, Simon Dixon | |
CPG1 | Zhuo&DAn_MultiF0 | Zhuo Chen, Danile P.W. Ellis Graham Grindlay | |
CPG2 | CPG2 | Zhuo Chen, Danile P.W. Ellis Graham Grindlay | |
CPG3 | CPG3 | Zhuo Chen, Danile P.W. Ellis Graham Grindlay | |
FBR1 | FBR1 | Benoit Fuentes, Roland Badeau Gael Richard | |
FBR2 | FBR | Benoit Fuentes, Roland Badeau Gael Richard | |
FT1 | TAVTZAN | Tiago Fernandes Tavares, George Tzanetakis | |
KD1 | multif0 2012a | Karin Dressler | |
KD2 | multi f0 2012b | Karin Dressler | |
KD3 | multif0 2012c | Karin Dressler | |
SB5 | PianoTranscriptor | Sebastian Böck |
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.
BW1 | CDM1 | CDM2 | |
---|---|---|---|
Accuracy | 0.662 | 0.620 | 0.620 |
Accuracy Chroma | 0.694 | 0.660 | 0.660 |
Detailed Results
Precision | Recall | Accuracy | Etot | Esubs | Emiss | Efa | ||
---|---|---|---|---|---|---|---|---|
BW1 | 0.771 | 0.735 | 0.662 | 0.392 | 0.112 | 0.153 | 0.128 | |
CDM1 | 0.741 | 0.694 | 0.620 | 0.443 | 0.128 | 0.178 | 0.137 | |
CDM2 | 0.741 | 0.694 | 0.620 | 0.443 | 0.128 | 0.178 | 0.137 |
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 | ||
---|---|---|---|---|---|---|---|---|
BW1 | 0.808 | 0.774 | 0.694 | 0.354 | 0.073 | 0.153 | 0.128 | |
CDM1 | 0.789 | 0.742 | 0.660 | 0.395 | 0.080 | 0.178 | 0.137 | |
CDM2 | 0.789 | 0.742 | 0.660 | 0.395 | 0.080 | 0.178 | 0.137 |
Individual Results Files for Task 1
BD1= Emmanouil Benetos, Simon Dixon
CPG1= Zhuo Chen, Danile P.W. Ellis Graham Grindlay
CPG2= Zhuo Chen, Danile P.W. Ellis Graham Grindlay
CPG3= Zhuo Chen, Danile P.W. Ellis Graham Grindlay
FBR1= Benoit Fuentes, Roland Badeau Gael Richard
KD1= Karin Dressler
KD2= Karin Dressler
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/2013/mf0/est/runtimes_mf0_2011.csv not found
Friedman tests for 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 |
---|---|---|---|---|---|
BW1 | CDM2 | 0.8211 | 1.2750 | 1.7289 | TRUE |
BW1 | CDM1 | 0.8211 | 1.2750 | 1.7289 | TRUE |
CDM2 | CDM1 | -0.4539 | 0.0000 | 0.4539 | FALSE |
Task 2: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.
BD2 | BD3 | CPG1 | CPG2 | CPG3 | FBR2 | FT1 | KD3 | SB5 | |
---|---|---|---|---|---|---|---|---|---|
Ave. F-Measure Onset-Offset | 0.234 | 0.226 | 0.128 | 0.128 | 0.113 | 0.393 | 0.021 | 0.451 | 0.087 |
Ave. F-Measure Onset Only | 0.43 | 0.411 | 0.219 | 0.225 | 0.273 | 0.613 | 0.055 | 0.646 | 0.498 |
Ave. F-Measure Chroma | 0.254 | 0.259 | 0.133 | 0.132 | 0.117 | 0.428 | 0.031 | 0.468 | 0.102 |
Ave. F-Measure Onset Only Chroma | 0.473 | 0.483 | 0.24 | 0.244 | 0.297 | 0.638 | 0.082 | 0.666 | 0.558 |
Detailed Results
Precision | Recall | Ave. F-measure | Ave. Overlap | |
---|---|---|---|---|
BD2 | 0.202 | 0.296 | 0.234 | 0.856 |
BD3 | 0.204 | 0.267 | 0.226 | 0.854 |
CPG1 | 0.300 | 0.086 | 0.128 | 0.893 |
CPG2 | 0.288 | 0.087 | 0.128 | 0.859 |
CPG3 | 0.181 | 0.085 | 0.113 | 0.682 |
FBR2 | 0.348 | 0.470 | 0.393 | 0.893 |
FT1 | 0.084 | 0.013 | 0.021 | 0.360 |
KD3 | 0.451 | 0.456 | 0.451 | 0.889 |
SB5 | 0.077 | 0.104 | 0.087 | 0.797 |
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 | |
---|---|---|---|---|
BD2 | 0.218 | 0.324 | 0.254 | 0.850 |
BD3 | 0.233 | 0.308 | 0.259 | 0.850 |
CPG1 | 0.312 | 0.090 | 0.133 | 0.892 |
CPG2 | 0.299 | 0.090 | 0.132 | 0.858 |
CPG3 | 0.192 | 0.088 | 0.117 | 0.737 |
FBR2 | 0.379 | 0.512 | 0.428 | 0.886 |
FT1 | 0.110 | 0.019 | 0.031 | 0.536 |
KD3 | 0.469 | 0.473 | 0.468 | 0.887 |
SB5 | 0.090 | 0.123 | 0.102 | 0.796 |
Results Based on Onset Only
Precision | Recall | Ave. F-measure | Ave. Overlap | |
---|---|---|---|---|
BD2 | 0.381 | 0.524 | 0.430 | 0.685 |
BD3 | 0.382 | 0.468 | 0.411 | 0.695 |
CPG1 | 0.545 | 0.145 | 0.219 | 0.698 |
CPG2 | 0.540 | 0.151 | 0.225 | 0.671 |
CPG3 | 0.515 | 0.199 | 0.273 | 0.465 |
FBR2 | 0.553 | 0.716 | 0.613 | 0.766 |
FT1 | 0.218 | 0.033 | 0.055 | 0.312 |
KD3 | 0.647 | 0.652 | 0.646 | 0.782 |
SB5 | 0.423 | 0.635 | 0.498 | 0.573 |
Chroma Results Based on Onset Only
Precision | Recall | Ave. F-measure | Ave. Overlap | |
---|---|---|---|---|
BD2 | 0.419 | 0.581 | 0.473 | 0.659 |
BD3 | 0.447 | 0.554 | 0.483 | 0.659 |
CPG1 | 0.602 | 0.159 | 0.240 | 0.664 |
CPG2 | 0.590 | 0.163 | 0.244 | 0.644 |
CPG3 | 0.573 | 0.215 | 0.297 | 0.472 |
FBR2 | 0.575 | 0.747 | 0.638 | 0.751 |
FT1 | 0.302 | 0.049 | 0.082 | 0.386 |
KD3 | 0.668 | 0.673 | 0.666 | 0.769 |
SB5 | 0.473 | 0.717 | 0.558 | 0.576 |
Run Times
TBD
Friedman Tests for 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 Task2
TeamID | TeamID | Lowerbound | Mean | Upperbound | Significance |
---|---|---|---|---|---|
KD3 | FBR2 | -1.5876 | 0.4706 | 2.5288 | FALSE |
KD3 | BD2 | 0.3830 | 2.4412 | 4.4994 | TRUE |
KD3 | BD3 | 0.2948 | 2.3529 | 4.4111 | TRUE |
KD3 | CPG1 | 2.1330 | 4.1912 | 6.2494 | TRUE |
KD3 | CPG2 | 2.1183 | 4.1765 | 6.2347 | TRUE |
KD3 | CPG3 | 2.8536 | 4.9118 | 6.9699 | TRUE |
KD3 | SB5 | 3.5595 | 5.6176 | 7.6758 | TRUE |
KD3 | FT1 | 4.4859 | 6.5441 | 8.6023 | TRUE |
FBR2 | BD2 | -0.0876 | 1.9706 | 4.0288 | FALSE |
FBR2 | BD3 | -0.1758 | 1.8824 | 3.9405 | FALSE |
FBR2 | CPG1 | 1.6624 | 3.7206 | 5.7788 | TRUE |
FBR2 | CPG2 | 1.6477 | 3.7059 | 5.7641 | TRUE |
FBR2 | CPG3 | 2.3830 | 4.4412 | 6.4994 | TRUE |
FBR2 | SB5 | 3.0889 | 5.1471 | 7.2052 | TRUE |
FBR2 | FT1 | 4.0153 | 6.0735 | 8.1317 | TRUE |
BD2 | BD3 | -2.1464 | -0.0882 | 1.9699 | FALSE |
BD2 | CPG1 | -0.3082 | 1.7500 | 3.8082 | FALSE |
BD2 | CPG2 | -0.3229 | 1.7353 | 3.7935 | FALSE |
BD2 | CPG3 | 0.4124 | 2.4706 | 4.5288 | TRUE |
BD2 | SB5 | 1.1183 | 3.1765 | 5.2347 | TRUE |
BD2 | FT1 | 2.0448 | 4.1029 | 6.1611 | TRUE |
BD3 | CPG1 | -0.2199 | 1.8382 | 3.8964 | FALSE |
BD3 | CPG2 | -0.2347 | 1.8235 | 3.8817 | FALSE |
BD3 | CPG3 | 0.5006 | 2.5588 | 4.6170 | TRUE |
BD3 | SB5 | 1.2065 | 3.2647 | 5.3229 | TRUE |
BD3 | FT1 | 2.1330 | 4.1912 | 6.2494 | TRUE |
CPG1 | CPG2 | -2.0729 | -0.0147 | 2.0435 | FALSE |
CPG1 | CPG3 | -1.3376 | 0.7206 | 2.7788 | FALSE |
CPG1 | SB5 | -0.6317 | 1.4265 | 3.4847 | FALSE |
CPG1 | FT1 | 0.2948 | 2.3529 | 4.4111 | TRUE |
CPG2 | CPG3 | -1.3229 | 0.7353 | 2.7935 | FALSE |
CPG2 | SB5 | -0.6170 | 1.4412 | 3.4994 | FALSE |
CPG2 | FT1 | 0.3095 | 2.3676 | 4.4258 | TRUE |
CPG3 | SB5 | -1.3523 | 0.7059 | 2.7641 | FALSE |
CPG3 | FT1 | -0.4258 | 1.6324 | 3.6905 | FALSE |
SB5 | FT1 | -1.1317 | 0.9265 | 2.9847 | FALSE |
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.
BD2 | BD3 | CPG1 | CPG2 | CPG3 | FBR2 | FT1 | KD3 | SB5 | |
---|---|---|---|---|---|---|---|---|---|
Ave. F-Measure Onset-Offset | 0.1295 | 0.1853 | 0.1409 | 0.1371 | 0.1591 | 0.1625 | 0.0724 | 0.2680 | 0.0398 |
Ave. F-Measure Onset Only | 0.5001 | 0.6078 | 0.2970 | 0.3058 | 0.3841 | 0.6158 | 0.1728 | 0.6565 | 0.6638 |
Ave. F-Measure Chroma | 0.1471 | 0.1946 | 0.1423 | 0.1384 | 0.1633 | 0.1946 | 0.0740 | 0.2508 | 0.0423 |
Ave. F-Measure Onset Only Chroma | 0.5245 | 0.6223 | 0.3082 | 0.3128 | 0.3905 | 0.6450 | 0.1763 | 0.6141 | 0.6746 |
Detailed Results
Precision | Recall | Ave. F-measure | Ave. Overlap | |
---|---|---|---|---|
BD2 | 0.125 | 0.135 | 0.129 | 0.789 |
BD3 | 0.193 | 0.179 | 0.185 | 0.796 |
CPG1 | 0.360 | 0.094 | 0.141 | 0.820 |
CPG2 | 0.309 | 0.092 | 0.137 | 0.803 |
CPG3 | 0.269 | 0.120 | 0.159 | 0.800 |
FBR2 | 0.158 | 0.170 | 0.163 | 0.831 |
FT1 | 0.258 | 0.043 | 0.072 | 0.568 |
KD3 | 0.263 | 0.275 | 0.268 | 0.842 |
SB5 | 0.036 | 0.045 | 0.040 | 0.569 |
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 | |
---|---|---|---|---|
BD2 | 0.141 | 0.155 | 0.147 | 0.764 |
BD3 | 0.202 | 0.188 | 0.195 | 0.784 |
CPG1 | 0.363 | 0.095 | 0.142 | 0.821 |
CPG2 | 0.311 | 0.093 | 0.138 | 0.803 |
CPG3 | 0.284 | 0.123 | 0.163 | 0.808 |
FBR2 | 0.187 | 0.207 | 0.195 | 0.805 |
FT1 | 0.262 | 0.045 | 0.074 | 0.563 |
KD3 | 0.246 | 0.257 | 0.251 | 0.839 |
SB5 | 0.039 | 0.048 | 0.042 | 0.568 |
Results Based on Onset Only
Precision | Recall | Ave. F-measure | Ave. Overlap | |
---|---|---|---|---|
BD2 | 0.477 | 0.531 | 0.500 | 0.526 |
BD3 | 0.627 | 0.594 | 0.608 | 0.550 |
CPG1 | 0.736 | 0.200 | 0.297 | 0.635 |
CPG2 | 0.710 | 0.206 | 0.306 | 0.577 |
CPG3 | 0.725 | 0.282 | 0.384 | 0.535 |
FBR2 | 0.606 | 0.639 | 0.616 | 0.556 |
FT1 | 0.593 | 0.105 | 0.173 | 0.421 |
KD3 | 0.643 | 0.674 | 0.657 | 0.659 |
SB5 | 0.595 | 0.754 | 0.664 | 0.419 |
Chroma Results Based on Onset Only
Precision | Recall | Ave. F-measure | Ave. Overlap | |
---|---|---|---|---|
BD2 | 0.501 | 0.556 | 0.525 | 0.523 |
BD3 | 0.641 | 0.608 | 0.622 | 0.548 |
CPG1 | 0.775 | 0.207 | 0.308 | 0.604 |
CPG2 | 0.736 | 0.211 | 0.313 | 0.559 |
CPG3 | 0.761 | 0.286 | 0.391 | 0.539 |
FBR2 | 0.632 | 0.673 | 0.645 | 0.549 |
FT1 | 0.602 | 0.107 | 0.176 | 0.410 |
KD3 | 0.602 | 0.630 | 0.614 | 0.656 |
SB5 | 0.605 | 0.766 | 0.675 | 0.425 |
Individual Results Files for Task 2
BD2= Emmanouil Benetos, Simon Dixon
BD3= Emmanouil Benetos, Simon Dixon
CPG1= Zhuo Chen, Danile P.W. Ellis Graham Grindlay
CPG2= Zhuo Chen, Danile P.W. Ellis Graham Grindlay
CPG3= Zhuo Chen, Danile P.W. Ellis Graham Grindlay
FBR2= Benoit Fuentes, Roland Badeau Gael Richard
FT1= Candidate Tiago Fernandes, George Tzanetakis
KD3= Karin Dressler
SB5= Sebastian Böck