Difference between revisions of "2009:Audio Music Mood Classification Results"

Revision as of 21:11, 15 October 2009

1 Introduction
- 1.1 General Legend
  - 1.1.1 Team ID
2 Overall Summary Results
3 Friedman's Tests for Significant Differences
- 3.1 Classes vs. System Tukey-Kramer HSD Multi-Comparisons
- 3.2 Folds vs. Systems Tukey-Kramer HSD Multi-Comparison
4 Results By Algorithm
5 MIREX 2008 Audio Mood Classification Run Times

Introduction

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

General Legend

Team ID

ANO= Anonymous
BP1= [Juan Jos├⌐ Burred, Geoffroy Peeters (file)]
BP2 = [Juan Jos├⌐ Burred, Geoffroy Peeters (tw)]
CL1 = [Chuan Cao, Ming Li]
CL2 = [Chuan Cao, Ming Li]
FCY1 = [Tao Feng, XiaoOu Chen, DeShun Yang]
FCY2 = [Tao Feng, XiaoOu Chen, DeShun Yang]
GP = [Geoffroy Peeters]
GT1 = [George Tzanetakis (mono)]
GT2 = [George Tzanetakis (stereo)]
GLR1 = [A. Grecu, T. Lidy, A. Rauber (full)]
GLR2 = [A. Grecu, T. Lidy, A. Rauber (template)]
HNOS1 = [Takashi Hasegawa, Takuya Nishimoto, Nobutaka Ono, Shigeki Sagayama (tcca)]
HNOS2 = [Takashi Hasegawa, Takuya Nishimoto, Nobutaka Ono, Shigeki Sagayama (tcck)]
HNOS3 = [Takashi Hasegawa, Takuya Nishimoto, Nobutaka Ono, Shigeki Sagayama (tccl)]
HNOS4 = [Takashi Hasegawa, Takuya Nishimoto, Nobutaka Ono, Shigeki Sagayama (tcpk)]
HW1 = [Huaxin Wang]
HW2 = [Huaxin Wang]
VA1 = [T. Lidy, A. Grecu, A. Rauber, A. Pertusa, P. J. Ponce de L├⌐on, J. M. I├▒esta (WMV)]
VA2 = [T. Lidy, A. Grecu, A. Rauber, A. Pertusa, P. J. Ponce de L├⌐on, J. M. I├▒esta (BWWV)]
LZG = [Yi Liu, Tao Zheng, Yue Gao (RUC_1)]
RK1 = [Preeti Rao, Sujeet Kini]
RK2 = [Preeti Rao, Sujeet Kini]
RCJ1 = [Jia-Min Ren, Zhi-Sheng Chen, Jyh-Shing Roger Jang]
RCJ2 = [Jia-Min Ren, Zhi-Sheng Chen, Jyh-Shing Roger Jang]
RCJ3 = [Jia-Min Ren, Zhi-Sheng Chen, Jyh-Shing Roger Jang]
RCJ4 = [Jia-Min Ren, Zhi-Sheng Chen, Jyh-Shing Roger Jang]
SS = [Klaus Seyerlehner, Markus Schedl]
TAOS= [Emiru Tsunoo, Taichi Akase, Nobutaka Ono, Shigeki Sagayama]
TTOS = [Emiru Tsunoo, George Tzanetakis, Nobutaka Ono, Shigeki Sagayama]
MTG1 = [N. Wack, E. Guaus, C. Laurier, O. Meyers, R. Marxer, D. Bogdanov, J. Serr├á, P. Herrera (false, rca)]
MTG2 = [N. Wack, E. Guaus, C. Laurier, O. Meyers, R. Marxer, D. Bogdanov, J. Serr├á, P. Herrera (true, rca)]
MTG3 = [N. Wack, E. Guaus, C. Laurier, O. Meyers, R. Marxer, D. Bogdanov, J. Serr├á, P. Herrera (false, simca)]
MTG4 = [N. Wack, E. Guaus, C. Laurier, O. Meyers, R. Marxer, D. Bogdanov, J. Serr├á, P. Herrera (true, simca)]
MTG5 = [N. Wack, E. Guaus, C. Laurier, O. Meyers, R. Marxer, D. Bogdanov, J. Serr├á, P. Herrera (false, svm)]
MTG6 = [N. Wack, E. Guaus, C. Laurier, O. Meyers, R. Marxer, D. Bogdanov, J. Serr├á, P. Herrera (true, svm)]
XLZZG = [Jieping Xu, Yi Liu, Tao Zheng, Chao Zhen, Yue Gao (RUC_1)]
XZZ = [JiePing Xu, Chao Zhen, Tao Zheng (RUC_2)]

Overall Summary Results

Raw Classification Accuracy Averaged Over Three Train/Test Folds

file /nema-raid/www/mirex/results/audiomood/summary_audiomood.csv not found

Accuracy Across Folds

file /nema-raid/www/mirex/results/audiomood/audiomood_Accuracy.csv not found

Accuracy Across Categories

file /nema-raid/www/mirex/results/audiomood/audiomood_Accuracy_Per_Class.csv not found

Friedman's Tests for Significant Differences

Classes vs. System Tukey-Kramer HSD Multi-Comparisons

The Friedman test was run in MATLAB against the average accuracy for each class. The Tukey-Kramer HSD multi-comparison data below was generated using the following MATLAB instruction. Command: [c, m, h, gnames] = multicompare(stats, 'ctype', 'tukey-kramer', 'estimate', 'friedman', 'alpha', 0.05);

file /nema-raid/www/mirex/results/audiomood/audiomood_Accuracy.friedman.tukeyKramerHSD.csv not found

https://music-ir.org/mirex/2009/results/audiomood/small.audiomood_Accuracy.friedman.tukeyKramerHSD.png

Folds vs. Systems Tukey-Kramer HSD Multi-Comparison

The Friedman test was run in MATLAB against the accuracy for each fold. The Tukey-Kramer HSD multi-comparison data below was generated using the following MATLAB instruction. Command: [c, m, h, gnames] = multicompare(stats, 'ctype', 'tukey-kramer', 'estimate', 'friedman', 'alpha', 0.05);

file /nema-raid/www/mirex/results/audiomood/audiomood_Accuracy_Per_Class.friedman.tukeyKramerHSD.csv not found

https://music-ir.org/mirex/2009/results/audiomood/small.audiomood_Accuracy_Per_Class.friedman.tukeyKramerHSD.png

Results By Algorithm

(.tar.gz)

ANO= Anonymous
BP1= [Juan Jos├⌐ Burred, Geoffroy Peeters (file)]
BP2 = [Juan Jos├⌐ Burred, Geoffroy Peeters (tw)]
CL1 = [Chuan Cao, Ming Li]
CL2 = [Chuan Cao, Ming Li]
FCY1 = [Tao Feng, XiaoOu Chen, DeShun Yang]
FCY2 = [Tao Feng, XiaoOu Chen, DeShun Yang]
GP = [Geoffroy Peeters]
GT1 = [George Tzanetakis (mono)]
GT2 = [George Tzanetakis (stereo)]
GLR1 = [A. Grecu, T. Lidy, A. Rauber (full)]
GLR2 = [A. Grecu, T. Lidy, A. Rauber (template)]
HNOS1 = [Takashi Hasegawa, Takuya Nishimoto, Nobutaka Ono, Shigeki Sagayama (tcca)]
HNOS2 = [Takashi Hasegawa, Takuya Nishimoto, Nobutaka Ono, Shigeki Sagayama (tcck)]
HNOS3 = [Takashi Hasegawa, Takuya Nishimoto, Nobutaka Ono, Shigeki Sagayama (tccl)]
HNOS4 = [Takashi Hasegawa, Takuya Nishimoto, Nobutaka Ono, Shigeki Sagayama (tcpk)]
HW1 = [Huaxin Wang]
HW2 = [Huaxin Wang]
VA1 = [T. Lidy, A. Grecu, A. Rauber, A. Pertusa, P. J. Ponce de L├⌐on, J. M. I├▒esta (WMV)]
VA2 = [T. Lidy, A. Grecu, A. Rauber, A. Pertusa, P. J. Ponce de L├⌐on, J. M. I├▒esta (BWWV)]
LZG = [Yi Liu, Tao Zheng, Yue Gao (RUC_1)]
RK1 = [Preeti Rao, Sujeet Kini]
RK2 = [Preeti Rao, Sujeet Kini]
RCJ1 = [Jia-Min Ren, Zhi-Sheng Chen, Jyh-Shing Roger Jang]
RCJ2 = [Jia-Min Ren, Zhi-Sheng Chen, Jyh-Shing Roger Jang]
RCJ3 = [Jia-Min Ren, Zhi-Sheng Chen, Jyh-Shing Roger Jang]
RCJ4 = [Jia-Min Ren, Zhi-Sheng Chen, Jyh-Shing Roger Jang]
SS = [Klaus Seyerlehner, Markus Schedl]
TAOS= [Emiru Tsunoo, Taichi Akase, Nobutaka Ono, Shigeki Sagayama]
TTOS = [Emiru Tsunoo, George Tzanetakis, Nobutaka Ono, Shigeki Sagayama]
MTG1 = [N. Wack, E. Guaus, C. Laurier, O. Meyers, R. Marxer, D. Bogdanov, J. Serr├á, P. Herrera (false, rca)]
MTG2 = [N. Wack, E. Guaus, C. Laurier, O. Meyers, R. Marxer, D. Bogdanov, J. Serr├á, P. Herrera (true, rca)]
MTG3 = [N. Wack, E. Guaus, C. Laurier, O. Meyers, R. Marxer, D. Bogdanov, J. Serr├á, P. Herrera (false, simca)]
MTG4 = [N. Wack, E. Guaus, C. Laurier, O. Meyers, R. Marxer, D. Bogdanov, J. Serr├á, P. Herrera (true, simca)]
MTG5 = [N. Wack, E. Guaus, C. Laurier, O. Meyers, R. Marxer, D. Bogdanov, J. Serr├á, P. Herrera (false, svm)]
MTG6 = [N. Wack, E. Guaus, C. Laurier, O. Meyers, R. Marxer, D. Bogdanov, J. Serr├á, P. Herrera (true, svm)]
XLZZG = [Jieping Xu, Yi Liu, Tao Zheng, Chao Zhen, Yue Gao (RUC_1)]
XZZ = [JiePing Xu, Chao Zhen, Tao Zheng (RUC_2)]

MIREX 2008 Audio Mood Classification Run Times

file /nema-raid/www/mirex/results/mood.runtime.csv not found TBA

@@ Line 47: / Line 47: @@
 ==Overall Summary Results==
-===MIREX 2009 Audio Mood Classification Summary Results - Raw Classification Accuracy Averaged Over Three Train/Test Folds===
+===Raw Classification Accuracy Averaged Over Three Train/Test Folds===
 <csv p=3>audiomood/summary_audiomood.csv</csv>
@@ Line 58: / Line 58: @@
 <csv p=3>audiomood/audiomood_Accuracy_Per_Class.csv</csv>
 ==Friedman's Tests for Significant Differences==

Difference between revisions of "2009:Audio Music Mood Classification Results"

Revision as of 21:11, 15 October 2009

Contents

Introduction

General Legend

Team ID

Overall Summary Results

Raw Classification Accuracy Averaged Over Three Train/Test Folds

Accuracy Across Folds

Accuracy Across Categories

Friedman's Tests for Significant Differences

Classes vs. System Tukey-Kramer HSD Multi-Comparisons

Folds vs. Systems Tukey-Kramer HSD Multi-Comparison

Results By Algorithm

MIREX 2008 Audio Mood Classification Run Times

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