Emotion in Music Database
1000 songs has been selected from Free Music Archive (FMA). The excerpts which were annotated are available in the same package song ids 1 to 1000. Some redundancies were identified, which reduced the dataset down to 744 songs. The dataset is split between the development set (619 songs) and the evaluation set (125 songs). The extracted 45 seconds excerpts are all re-encoded to have the same sampling frequency, i.e, 44100Hz.
Variants: Emomusic
This dataset is used in 1 benchmark:
| Task | Model | Paper | Date |
|---|---|---|---|
| Emotion Recognition | M2D-CLAP | M2D2: Exploring General-purpose Audio-Language Representations … | 2025-03-28 |
| Emotion Recognition | M2D2 | M2D2: Exploring General-purpose Audio-Language Representations … | 2025-03-28 |
| Emotion Recognition | M2D | M2D2: Exploring General-purpose Audio-Language Representations … | 2025-03-28 |
| Emotion Recognition | Jukebox (Pre-training: CALM) | Codified audio language modeling learns … | 2021-07-12 |
| Emotion Recognition | CLMR (Pre-training: contrastive) | Codified audio language modeling learns … | 2021-07-12 |
Recent papers with results on this dataset: