ismir2022-datasets

A list of (27) papers introducing MIR datasets presented at ISMIR 2022.

Interpreting Song Lyrics with an Audio-Informed Pre-trained Language Model

• paper (p1-01): https://ismir2022program.ismir.net/poster_103.html
• dataset: https://zenodo.org/record/7019124
• tags: #audio-music #lyrics #dataset

Scaling Polyphonic Transcription with Mixtures of Monophonic Transcriptions

• paper (p1-04): https://ismir2022program.ismir.net/poster_287.html
• dataset: https://github.com/magenta/mt3
• tags: #symbolic-music/transcription #dataset

YM2413-MDB: A Multi-Instrumental FM Video Game Music Dataset with Emotion Annotations

• paper (p1-11): https://ismir2022program.ismir.net/poster_153.html
• dataset: https://github.com/jech2/YM2413-MDB
• tags: #symbolic-music/emotion #dataset

AccoMontage2: A Complete Harmonization and Accompaniment Arrangement System

• paper (p2-13): https://ismir2022program.ismir.net/poster_218.html
• dataset: https://github.com/billyblu2000/accomontage2
• tags: #symbolic-music/generation #dataset

Playing Technique Detection by Fusing Note Onset Information in Guzheng Performance

• paper (p3-05): https://ismir2022program.ismir.net/poster_48.html
• dataset: https://ccmusic-database.github.io/en/database/ccm.html#GZTech
• tags: #dataset

KDC: an open corpus for computational research of dastgāhi music

• paper (p3-06): https://ismir2022program.ismir.net/poster_111.html
• dataset: https://phaidra.kug.ac.at/view/o:127195
• tags: #dataset

Automatic Chinese National Pentatonic Modes Recognition Using Convolutional Neural Network

• paper (p3-09): https://ismir2022program.ismir.net/poster_63.html
• dataset: https://ccmusic-database.github.io/en/database/ccm.html
• tags: #dataset

Teach Yourself Georgian Folk Songs Dataset: A Annotated Corpus Of Traditional Vocal Polyphony

• paper (p3-10): https://ismir2022program.ismir.net/poster_81.html
• dataset: upon request
• tags: #dataset

A Dataset for Greek Traditional and Folk Music: Lyra

• paper (p3-13): https://ismir2022program.ismir.net/poster_245.html
• dataset: https://github.com/pxaris/lyra-dataset
• tags: #dataset

Analysis and detection of singing techniques in repertoires of J-POP solo singers

• paper (p3-14): https://ismir2022program.ismir.net/poster_296.html
• dataset: https://yamathcy.github.io/ISMIR2022J-POP/
• tags: #dataset

ATEPP: A Dataset of Automatically Transcribed Expressive Piano Performance

• paper (p4-07): https://ismir2022program.ismir.net/poster_70.html
• dataset: https://zenodo.org/record/6564406#.Y5QnkezP3OQ
• tags: #symbolic-music/MIDI #symbolic-music/musicXML #symbolic-music/classification #dataset

Parameter Sensitivity of Deep-Feature based Evaluation Metrics for Audio Textures

• paper (p4-09): https://ismir2022program.ismir.net/poster_107.html
• dataset: https://animatedsound.com/ismir2022/metrics/
• tags: #dataset

Multi-pitch Estimation meets Microphone Mismatch: Applicability of Domain Adaptation

• paper (p4-11): https://ismir2022program.ismir.net/poster_138.html
• dataset: https://www.idmt.fraunhofer.de/en/publications/datasets/piano-mm.html
• tags: #dataset

Melody transcription via generative pre-training

• paper (p4-12): https://ismir2022program.ismir.net/poster_300.html
• dataset: https://github.com/chrisdonahue/sheetsage
• tags: #dataset

A Dataset of Symbolic Texture Annotations in Mozart Piano Sonatas

• paper (p4-15): https://ismir2022program.ismir.net/poster_236.html
• dataset: https://gitlab.com/algomus.fr/algomus-data/tree/master/quartets/mozart
• tags: #symbolic-music #dataset

Violin Etudes: A Comprehensive Dataset for f0 Estimation and Performance Analysis

• paper (p4-16): https://ismir2022program.ismir.net/poster_247.html
• dataset: https://zenodo.org/record/6564408#.Y5Mj1OzP3OQ
• tags: #dataset

Symphony Generation with Permutation Invariant Language Model

• paper (p5-03): https://ismir2022program.ismir.net/poster_49.html
• dataset: https://symphonynet.github.io/
• tags: #symbolic-music/generation #dataset

Towards robust music source separation on loud commercial music

• paper (p5-06): https://ismir2022program.ismir.net/poster_88.html
• dataset: https://github.com/jeonchangbin49/musdb-XL https://github.com/jeonchangbin49/LimitAug
• tags: #dataset

Towards Quantifying the Strength of Music Scenes Using Live Event Data

• paper (p5-07): https://ismir2022program.ismir.net/poster_116.html
• dataset: https://github.com/JimiLab/LocalifyMusicEventData
• tags: #dataset

Improving Choral Music Separation through Expressive Synthesized Data from Sampled Instruments

• paper (p6-07): https://ismir2022program.ismir.net/poster_78.html
• dataset: https://github.com/RetroCirce/Choral_Music_Separation
• tags: #audio-music/source-separation #dataset

Emotion-driven Harmonisation And Tempo Arrangement of Melodies Using Transfer Learning

• paper (p6-09): https://ismir2022program.ismir.net/poster_80.html
• dataset: http://coconuts-palm-lab.com/EH/HED.zip
• tags: #symbolic-music/generation #symbolic-music/emotion #dataset

EnsembleSet: a new high quality synthesised dataset for chamber ensemble separation

• paper (p5-12): https://ismir2022program.ismir.net/poster_277.html
• dataset: https://zenodo.org/record/6519024#.Y5QppuzP3OQ
• tags: #audio-music/source-separation #symbolic-music/transcription
• #dataset

MusAV: A dataset of relative arousal-valence annotations for validation of audio models

• paper (p5-15): https://ismir2022program.ismir.net/poster_286.html
• dataset: https://mtg.github.io/musav-dataset/
• tags: #audio-music/emotion #dataset

Robust Melody Track Identification in Symbolic Music

• paper (p7-05): https://ismir2022program.ismir.net/poster_7.html
• dataset: https://github.com/maxichu/MelodyTrackIdentification
• tags: #symbolic-music/MIDI #dataset

Tracking the Evolution of a Band's Live Performances over Decades

• paper (p7-06): https://ismir2022program.ismir.net/poster_12.html
• dataset: https://github.com/grateful-dead-live/fifteen-songs-dataset
• tags: #dataset

A Novel Dataset and Deep Learning Benchmark for Classical Music Form Recognition and Analysis

• paper (p7-12): https://ismir2022program.ismir.net/poster_152.html
• dataset: https://github.com/danielathome19/Form-NN
• tags: #symbolic-music/MIDI #dataset

BAF: An audio fingerprinting dataset for broadcast monitoring

• paper (p7-13): https://ismir2022program.ismir.net/poster_228.html
• dataset: https://zenodo.org/record/6868083#.Y5MhaOzP3OQ
• tags: #audio-music/fingerprinting #dataset