2007:Audio Artist Identification Results

From MIREX Wiki

Introduction

These are the results for the 2007 running of the Audio Artist Identification task. For background information about this task set please refer to the 2007:Audio Artist Identification page. The data set was 3060 30 second clips representing 102 different recording artists.

General Legend

Team ID

ME = Michael I. Mandel, Daniel P. W. Ellis
TL = Thomas Lidy, Andreas Rauber, Antonio Pertusa, José Manuel Iñesta
GT = George Tzanetakis
KL = Kyogu Lee
IM = IMIRSEL M2K

Overall Summary Results

MIREX 2007 Audio Artist Classification Summary Results - Raw Classification Accuracy Averaged Over Three Train/Test Folds

Participant Avg. Raw Classification Accuracy
IM_knn 35.29%
IM_svm 48.14%
KL 9.71%
TL 38.76%
ME 40.46%
ME_spec 47.16%
GT 36.70%

download these results as csv


MIREX 2007 Audio Artist Classification Evaluation Logs and Confusion Matrices

IM_knn
IM_svm
KL
TL
ME
ME_spec
GT

MIREX 2007 Audio Artist Classification Run Times

Participant Runtime (sec) / Fold
IM-knn Feat Ex: 2760 Train/Classify: 245
IM-svm Feat Ex: 2760 Train/Classify: 188
KL Feat Ex: 1806 Train/Classify: 4664
TL Feat Ex: 23631 Train/Classify: 4764
ME Feat Ex: 3403 Train/Classify: 65
ME_spec Feat Ex: 3382 Train/Classify: 64
GT Feat Ex/Train/Classify: 632

download these results as csv