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datasets:overview

Datasets

Datasets in Database

These datasets already have their own wiki page containing the semantic information including additional descriptions.

Name LinkTasks
9 genres database9gdbgenre_classification
Polyphonic Melody Extractionadc2004pitch_estimation
Music Artist Identification: artist20 Baseline System in Matlabartist20artist_identification
Bach10 Datasetbach10pitch_estimation, audioscore_alignment, source_separation
Ballroom / ISMIR Rhythmballroomgenre_classification, tempo_estimation
beatboxset1: beatboxing audio data setbeatboxset1onset_detection
Bodhidharmabodhidharmagenre_classification
C111kac111kaartist_identification, large_scale, multimodal_retrieval
C224ac224aartist_identification, genre_classification
C3kac3kaartist_identification, genre_classification
C49kac49kaartist_identification, genre_classification, multimodal_retrieval, large_scale
22 pianists playing Frederic Chopinchopin22music_transcription, audioscore_alignment, pitch_estimation
Commercial Monophonic Music Segmentation Databasecmmsdonset_detection, audio_structure_analysis, music_segmentation
Codaichcodaichgenre_classification, artist_identification
The covers80 cover song data setcovers80coversong_identification
DEAPDataset - A Dataset for Emotion Analysis using EEG, Physiological and Video Signalsdeapaudiovisual_analysis, emotion_recognition
DREANSS: DRum Event ANnotations for Source Separationdreansssource_separation, onset_detection
Emotion in Musicemomusicemotion_recognition
Emotifyemotifyemotion_recognition
ENST-Drums: an extensive audio-visual database for drum signals processingenst-drumsonset_detection, music_transcription, audiovisual_analysis, multimodal_retrieval, source_separation
FFuhrmann Instrument Recognition Datasetffuhrmanninstrument_recognition
Guitar Playing Technique Datasetgptmusic_transcription
George Tzanetakis Datasetgtzangenre_classification
Holzapfel Greek Music Datasetholzapfel_greek_musicartist_identification, onset_detection, non_western_music, genre_classification
Homburg Dataset / TU-Dortmund Music Audio Benchmark Data Sethomburggenre_classification
International Affective Digital Soundsiadsemotion_recognition
Multi-track studio recordings of live performances in Swing, Blues and Funk stylesidmt-mtaudio_structure_analysis, music_segmentation, music_similarity, multimodal_retrieval, audiovisual_analysis
Audio database for automatic effect detection in recordings of electric guitar and bassidmt-smt-audio-effects
Audio database for bass transcription and signal processingidmt-smt-bassmusic_transcription
Audio database for bass transcription, pattern retrieval, and playing technique estimationidmt-smt-bass-single-trackmusic_transcription
Digital Waveguide Model of the Electric Bass Guitar including Different Playing Techniquesidmt-smt-bass_synthesis
Audio database for drum transcription and source separationidmt-smt-drummusic_transcription
Database for automatic guitar transcriptionidmt-smt-guitarmusic_transcription
Eurovision 08-10inria-eurovisionaudio_structure_analysis
Quaero-T6.5 09-11inria-quaeroaudio_structure_analysis
DATASET FOR INSTRUMENT RECOGNITION IN MUSICAL AUDIO SIGNALSirmasinstrument_recognition
ISMIR2004Tempoismir2004tempoonset_detection, genre_classification
ISMIR2004 Audio Description Contest - Genre/ Artist ID Classification and Artist Similarity Datasetismir_genregenre_classification, artist_identification, artist_similarity
Music genre recognitionjvcgenre_classification
LiveJournal two-million postslj2mlarge_scale
MAPS Database – A piano database for multipitch estimation and automatic transcription of musicmapspitch_estimation
MedleyDBmedleydbmelody_extraction, instrument_recognition, source_separation, automatic_mixing
MIREX-04 Melody Test Datamirex2004trainpitch_estimation, melody_extraction
MIREX 2006 Audio Tempo Extractionmirex2006tempoonset_detection
Million Musical Tweets Datasetmmtdlarge_scale
music-emotions-colorsmoodoaudiovisual_analysis
MoodSwings Turk Datasetmoodswingsemotion_recognition
Million Song Datasetmsdgenre_classification, artist_identification, large_scale
Million Song Dataset Benchmarksmsd_benchmarkgenre_classification, artist_identification, large_scale
Meertens Tunes Collectionsmtcmusic_segmentation, melody_extraction, music_similarity, key_finding, meter_induction, geographic_clustering, audioscore_alignment, singer_classification, optical_music_recognition, pattern_discovery, lyricaudio_alignment, audio_structure_analysis
Melody track recognitionmtr
Multicodec Invdec Tampering Datasetmulticodec_invdec_tampering_dataset
Music Listening Behaviormusicmicrolarge_scale
onset detection databaseodbonset_detection
Reference Annotations Isophonics / The Beatles Datasetqmul_beatlesonset_detection, audio_structure_analysis, melody_extraction, music_segmentation, pitch_estimation
Reference Annotations Isophonics / Michael Jacksonqmul_jacksononset_detection, audio_structure_analysis, melody_extraction, music_segmentation, pitch_estimation
Reference Annotations Isophonics / Carole Kingqmul_kingonset_detection, audio_structure_analysis, melody_extraction, music_segmentation, pitch_estimation
Reference Annotations Isophonics / Carole Queenqmul_queenonset_detection, audio_structure_analysis, melody_extraction, music_segmentation, pitch_estimation
Reference Annotations Isophonics / Zweieckqmul_zweieckonset_detection, audio_structure_analysis, melody_extraction, music_segmentation, pitch_estimation
RWC Music Database: Popular Musicrwc-mdb
TONAS: a dataset of flamenco a cappella sung melodies with corresponding manual transcriptionstonaspitch_estimation
Urbansounds Dataseturbansounds

Datasets that still need to be entered

The list below requires some work. For each dataset a sperate wiki page has to be created and the semantic description has to be provided.

Music Emotion Recognition

Music Performance Expression

Music Recommendation

Musical Structural Annotations

Onset Detection / Tempo

Onset

Other

Query-by-Humming

Source Separation

Symbolic Data / MIDI

Un-classified

Instrument and Sound Samples

Dataset Linklists

datasets/overview.txt · Last modified: 2017/10/09 08:26 by admin