AriEmozione 1.0

The corpus AriEmozione 1.0 contains a selection of operas composed between 1655 and 1765, with each verse annotated (labeled) with an emotion.
AriEmozione  1.0 is a subset of the materials collected by project CORAGO.
We  consider only the lyrical text of the arias in each of the 678 operas included.  All texts are written in Italian of that period and articulated in verses.

The following classes have been used to identify emotions:

Amore (Love)

Gioia (Joy)

Ammirazione (Admiration)

Rabbia (Anger)

Tristezza (Sadness)

Paura (Fear)

Nessuna (Nothing)

The corpus is composed of training (1973 verses), development (250 verses) and testing (250 verses) partitions. Data partitioning made use of Kullback–Leibler divergence to create partitions with similar probability distribution.

Each partition tsv file contains the following columns:

Verse ID : unique aria and verse ID

Verse text: the text of the verse in the aria

Emotion: one of the six emotions described above, or Nessuna.

Confidence: expression of confidence by the annotators, with the possible values of "Totalmente sicura" (very confident), "Abbastanza sicura" (somewhat confident), "Forti dubbi" (very doubtful).

How to cite:

@inproceedings{fernicola2020ariemozione,
  title={AriEmozione: Identifying Emotions in Opera Verses},
  author={Fernicola, Francesco and Zhang, Shibingfeng and Garcea, Federico and Bonora, Paolo and Barr{\'o}n-Cede\~no, Alberto},
  booktitle={Italian Conference on Computational Linguistics},
  year={2020}
}