2009:Audio Chord Detection Results

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Revision as of 20:20, 16 October 2009 by MertBay (talk | contribs) (Task 1 Friedman's Test for Significant Differences)

Introduction

These are the results for the 2009 running of the Audio Chord Detection task set. For background information about this task set please refer to the Audio Chord Detection page.

Task Descriptions

Beatles data donated by Christopher Harte and extra dataset of around 37 songs donated by Matthias Mauch was used. 7 songs were excluded from the list where the average score for these songs across participants were less than 0.25

Task 1 (Pretrained Systems) Go to Task 1 Results:


Task 2 (Train-Test Systems) Go to Task 2 Results: System trained on ~2/3 of the dataset and tested on ~1/3. Folds were divided such that 2/3 of each album was represented in the train list and 1/3 in the test list.

Overlap score was calculated as the ratio between the overlap of the ground truth and detected chords and ground truth duration. Also a secondary overlap score was calculated by ignoring the major-minor variations of the detected chord (e.g., C major == C minor, etc.). The weighted average is computed across the songs by weighting each score by its the duration.

General Legend

Team ID

CH = Christopher Harte
DE = Dan Ellis
KO1 = Maksim Khadkevich, Maurizio Omologo
KO2 = Maksim Khadkevich, Maurizio Omologo
MD = Matthias Mauch, Simon Dixon
OGF1 = Laurent Oudre, Yves Grenier,Cedric Fevotte (majmin7)
OGF2 = Laurent Oudre, Yves Grenier,Cedric Fevotte (majmin)
PP = Helene Papadopoulos, Geoffroy Peeters
PVM1 = Johan Pauwels, Matthias Varewyck,Jean-Pierre Martens
PVM2 = Johan Pauwels, Matthias Varewyck,Jean-Pierre Martens
RRHS1 = Thomas Rocher, Matthias Robine, Pierre Hanna,Robert Strandh
RSHS2 = Thomas Rocher, Matthias Robine, Pierre Hanna,Robert Strandh
RSHS3 = Thomas Rocher, Matthias Robine, Pierre Hanna,Robert Strandh
RUSUSL = J.T.Reed,Yushi Ueda,S.Siniscalchi,Yuki Uchiyama,Shigeki Sagayama,C.H.Lee
WEJ1 = Adrian Weller, Daniel Ellis, Tony Jebara
WEJ2 = Adrian Weller, Daniel Ellis, Tony Jebara
WEJ3 = Adrian Weller, Daniel Ellis, Tony Jebara
WEJ4 = Adrian Weller, Daniel Ellis, Tony Jebara
WEJ5 = Adrian Weller, Daniel Ellis, Tony Jebara
WEJ6 = Adrian Weller, Daniel Ellis, Tony Jebara
WEJ7 = Adrian Weller, Daniel Ellis, Tony Jebara

Overall Summary Results

Task 1 Results

Task 1 Overall Results

file /nema-raid/www/mirex/results/chord/task1/summary/task1.overall.csv not found

Task 1 Run Times

TBA file /nema-raid/www/mirex/results/chord/task1/task1_runtimes.csv not found

Task 1 Friedman's Test for Significant Differences

The Tukey-Kramer HSD multi-comparison data below was generate using the following MATLAB instruction.

Command: [c,m,h,gnames] = multcompare(stats, 'ctype', 'tukey-kramer', 'estimate', 'friedman', 'alpha', 0.05); file /nema-raid/www/mirex/results/chord/task1/summary/Accuracy_Per_Song_Friedman_Mean_Rankstask1.friedman.Friedman_TukeyKramerHSD.csv not found

https://music-ir.org/mirex/2009/results/chord/task1/summary/small.Accuracy_Per_Song_Friedman_Mean_Rankstask1.friedman.Friedman_Mean_Ranks.png

Task 2 Results

Task 2 Overall Results

file /nema-raid/www/mirex/results/chord/task2/summary/task2.overall.csv not found

Task 2 Run Times

TBA file /nema-raid/www/mirex/results/chord/task2/task2_runtimes.csv not found

Task 2 Friedman's Test for Significant Differences

The Tukey-Kramer HSD multi-comparison data below was generate using the following MATLAB instruction.

Command: [c,m,h,gnames] = multcompare(stats, 'ctype', 'tukey-kramer', 'estimate', 'friedman', 'alpha', 0.05); file /nema-raid/www/mirex/results/chord/task2/summary/Accuracy_Per_Song_Friedman_Mean_Rankstask2.friedman.Friedman_TukeyKramerHSD.csv not found

https://music-ir.org/mirex/2009/results/chord/task2/summary/Accuracy_Per_Song_Friedman_Mean_Rankstask2.friedman.Friedman_Mean_Ranks.png


Individual Results

Task1

CH = Christopher Harte
DE = Dan Ellis
KO1 = Maksim Khadkevich, Maurizio Omologo
KO2 = Maksim Khadkevich, Maurizio Omologo
MD = Matthias Mauch, Simon Dixon
OGF1 = Laurent Oudre,Yves Grenier,Cedric Fevotte
OGF2 = Laurent Oudre,Yves Grenier,Cedric Fevotte
PP = Helene Papadopoulos, Geoffroy Peeters
PVM1 = Johan Pauwels,Matthias Varewyck,Jean-Pierre Martens
PVM2 = Johan Pauwels,Matthias Varewyck,Jean-Pierre Martens
RRHS1 = Thomas Rocher, Matthias Robine,Pierre Hanna,Robert Strandh
RSHS2 = Thomas Rocher, Matthias Robine,Pierre Hanna,Robert Strandh
RSHS3 = Thomas Rocher, Matthias Robine,Pierre Hanna,Robert Strandh

Task2

RUSUSL = J.T.Reed,Yushi Ueda,S.Siniscalchi,Yuki Uchiyama,Shigeki Sagayama,C.H.Lee
WEJ1 = Adrian Weller, Daniel Ellis, Tony Jebara
WEJ2 = Adrian Weller, Daniel Ellis, Tony Jebara
WEJ3 = Adrian Weller, Daniel Ellis, Tony Jebara
WEJ4 = Adrian Weller, Daniel Ellis, Tony Jebara
WEJ5 = Adrian Weller, Daniel Ellis, Tony Jebara
WEJ6 = Adrian Weller, Daniel Ellis, Tony Jebara
WEJ7 = Adrian Weller, Daniel Ellis, Tony Jebara


Evaluations by Christopher Harte's Metrics

TBA