Name		Name	Last commit message	Last commit date
Latest commit History 53 Commits
.idea		.idea
admin/mediaEval15		admin/mediaEval15
250_vamp_mtg-melodia_melodia_melody.npy		250_vamp_mtg-melodia_melodia_melody.npy
README.md		README.md
analyse_annotations.py		analyse_annotations.py
analyse_data.py		analyse_data.py
arousal_distrib.png		arousal_distrib.png
bayesian_linreg_emoMusic.py		bayesian_linreg_emoMusic.py
call_rnn.py		call_rnn.py
categories.lst		categories.lst
create_ARFF_files.py		create_ARFF_files.py
create_cv_dataset.py		create_cv_dataset.py
create_essentia_folds.py		create_essentia_folds.py
create_kPCA_folds.py		create_kPCA_folds.py
create_single_training_3dtensor_file.py		create_single_training_3dtensor_file.py
create_test_dataset.py		create_test_dataset.py
dA_orig.py		dA_orig.py
dA_simple.py		dA_simple.py
dA_simple_emoMusic.py		dA_simple_emoMusic.py
dynamic_arousals_valences.csv		dynamic_arousals_valences.csv
emo_movie_simple.py		emo_movie_simple.py
essentia_feature_extraction.py		essentia_feature_extraction.py
linreg_emoMusic_sm.py		linreg_emoMusic_sm.py
linreg_emoMusic_sm_cv.py		linreg_emoMusic_sm_cv.py
linreg_emoMusic_theano.py		linreg_emoMusic_theano.py
linreg_emoMusic_theano_cv.py		linreg_emoMusic_theano_cv.py
linreg_emoMusic_valentin.py		linreg_emoMusic_valentin.py
lstm_emoMusic_theano.py		lstm_emoMusic_theano.py
mean_submissions.py		mean_submissions.py
melody_extraction.py		melody_extraction.py
melody_feature_extraction.py		melody_feature_extraction.py
merge_and_score.py		merge_and_score.py
mixedlm_emoMusic_sm.py		mixedlm_emoMusic_sm.py
modern_nnreg_emoMusic_theano.py		modern_nnreg_emoMusic_theano.py
nnreg_emoMusic_theano.py		nnreg_emoMusic_theano.py
openSMILE_features.py		openSMILE_features.py
output_challenge.py		output_challenge.py
ref_test_all_folds.pkl		ref_test_all_folds.pkl
results.txt		results.txt
rnn_dA_emoMusic.py		rnn_dA_emoMusic.py
rnn_emoMusic_theano_cv.py		rnn_emoMusic_theano_cv.py
rnn_emoMusic_theano_cv_PCA.py		rnn_emoMusic_theano_cv_PCA.py
rnn_emoMusic_theano_cv_kPCA.py		rnn_emoMusic_theano_cv_kPCA.py
rnn_emoMusic_theano_cv_predAsFeat.py		rnn_emoMusic_theano_cv_predAsFeat.py
rnn_emoMusic_theano_test_single_model.py		rnn_emoMusic_theano_test_single_model.py
rnn_emoMusic_theano_train_single_model.py		rnn_emoMusic_theano_train_single_model.py
rnn_model.py		rnn_model.py
rnn_model_jordan.py		rnn_model_jordan.py
sandrine.py		sandrine.py
settings.py		settings.py
sigmoidreg_emoMusic_theano.py		sigmoidreg_emoMusic_theano.py
simple_table.py		simple_table.py
tempo_extraction.py		tempo_extraction.py
tempo_feature_extraction.py		tempo_feature_extraction.py
utils.py		utils.py
utils_theano.py		utils_theano.py
valence_distrib.png		valence_distrib.png

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Entry to the 2015 Emotion in Music Task of MediaEval'15

For details about the challenge, see http://www.multimediaeval.org/mediaeval2015/emotioninmusic2015/

Solution based on RNNs, paper

I definitely need to clean up this repo one day to be of any use to someone ;)

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Entry to the 2015 Emotion in Music Task of MediaEval'15

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