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kjysmu authored Apr 13, 2024
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Expand Up @@ -58,6 +58,42 @@ A curated list of Datasets, Models and Papers for Music Emotion Recognition (MER



| Dataset | Year | # of instances | Length | Type | Categorical | Dimensional | Dynamic | Induced |
|-----------------------------------|------|----------------|--------|------------|-------------|-------------|---------|----------|
| MoodsMIREX \cite{hu2007exploring} | 2007 | 269 | 30s | MP3 | 5 labels | - | Static | Perceived|
| CAL500 \cite{turnbull2007towards}| 2007 | 500 | full | MP3 | 174 labels | - | Static | Perceived|
| Yang-Dim \cite{yang2008regression} | 2008 | 195 | 25s | WAV | - | Russell | Static | Perceived|
| MoodSwings \cite{kim2008moodswings} | 2008 | 240 | 15s | MP3 | - | Russell | Dynamic | Perceived|
| NTWICM \cite{schuller2010determination} | 2010 | 2,648 | full | MP3 | - | Russell | Static | Perceived|
| Soundtracks \cite{eerola2011comparison} | 2011 | 470 | 15s-1m | MP3 | 6 labels | 3 dimemsions| Static | Perceived|
| DEAP \cite{koelstra2011deap} | 2012 | 120 | 60s | YouTube id | - | Russell | Static | Induced |
| Panda et al.'s dataset \cite{panda2013multi} | 2013 | 903 | 30s | MP3, MIDI | 21 labels | - | Static | Perceived|
| Solymani et al.'s dataset \cite{soleymani20131000} | 2013 | 1000 | 45s | MP3 | - | Russell | Both | Perceived|
| Emotify \cite{zentner2008emotions} | 2016 | 400 | 60s | MP3 | GEMS | - | Static | Induced |
| Moodo \cite{pesek2017moodo} | 2016 | 200 | 15s | WAV | - | Russell | Static | Perceived|
| CH818 \cite{hu2017mood} | 2017 | 818 | 30s | MP3 | - | Russell | Static | Perceived|
| 4Q-emotion \cite{panda2018musical} | 2018 | 900 | 30s | MP3 | Quadrants | - | Static | Perceived|
| MediaEval DEAM \cite{aljanaki2017developing} | 2018 | 2,058 | 45s | MP3 | - | Russell | Both | Perceived|
| PMEmo \cite{zhang2018pmemo} | 2018 | 794 | full | MP3 | - | Russell | Both | Induced |
| RAVDESS \cite{livingstone2018ryerson} | 2018 | 1,012 | full | MP3, MP4 | 5 labels | - | Static | Perceived|
| DMDD \cite{delbouys2018music} | 2018 | 18,644 | full | Audio, Lyrics | - | Russell | Static | Perceived|
| MTG-Jamendo \cite{bogdanov2019mtg} | 2019 | 18,486 | full | MP3 | 56 labels | - | Static | Perceived|
| VGMIDI \cite{ferreira2021learning} | 2019 | 200 | full | MIDI | - | Russell | Dynamic | Perceived|
| Turkish Music Emotion \cite{er2019music} | 2019 | 400 | 30s | MP3 | 4 labels | - | Static | Perceived|
| EMOPIA \cite{hung2021emopia} | 2021 | 1,087 | 30s-40s| Audio, MIDI| Quadrants | - | Static | Perceived|
| MER500 \cite{velankar2020} | 2020 | 494 | 10s | WAV | 5 labels | - | Static | Perceived|
| Music4all \cite{santana2020music4all} | 2020 | 109,269 | 30s | WAV | - | 3 dimensions| Static | Perceived|
| CCMED-WCMED \cite{fan2020comparative} | 2020 | 800 | 8-20s | WAV | - | Russell | Static | Perceived|
| MuSe \cite{akiki2021muse} | 2021 | 90,001 | full | Audio | - | Russell (V-A-D) | Static | Perceived|
| HKU956 \cite{hu2022detecting} | 2022 | 956 | full | MP3 | - | Russell | Static | Induced |
| MERP \cite{koh2022merp} | 2022 | 54 | full | WAV | - | Russell | Both | Perceived|
| MuVi \cite{chua2022predicting} | 2022 | 81 | full | YouTube id | GEMS | Russell | Both | Perceived|
| YM2413-MDB \cite{choi2022ym2413} | 2022 | 699 | full | WAV, MIDI | 35 labels | - | Static | Perceived|
| MusAV \cite{bogdanov2022musav} | 2022 | 2,092 | full | WAV | - | Russell | Static | Perceived|
| EmoMV \cite{thao2023emomv} | 2023 | 5,986 | 30s | WAV | 6 labels | - | Static | Perceived|
| Indonesian Song \cite{sams2023multimodal} | 2023 | 476 | full | WAV | 3 labels | - | Static | Perceived|


## Datasets
| Dataset | Year | Content | Format | Size | Type | Perceived/Induced |
|----------------------------|------|------------------------------------|--------|--------|-------------------------|--------------------------|
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