https://github.com/csteinmetz1/ismir2022-datasets

list of MIR dataset papers presented at ISMIR 2022

https://github.com/csteinmetz1/ismir2022-datasets

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list of MIR dataset papers presented at ISMIR 2022

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# ismir2022-datasets
A list of (27) papers introducing MIR datasets presented at [ISMIR 2022](https://ismir2022.ismir.net/).

### 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 dastghi 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: 
- 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 

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  • Name: Christian J. Steinmetz
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  • Location: London, UK
  • Company: @aim-qmul

Machine learning for Hi-Fi audio. PhD Researcher at C4DM.

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