HUME-VB

The Hume Vocal Bursts Dataset

Dataset Information
Languages
English, Spanish, Chinese
License
Unknown
Homepage

Overview

The Hume Vocal Burst Database (H-VB) includes all train, validation, and test recordings and corresponding emotion ratings for the train and validation recordings.

This dataset contains 59,201 audio recordings of vocal bursts from 1,702 speakers, from 4 cultures—the U.S, South Africa, China, and Venezuela—ranging in age from 20 to 39.5 years old. The duration of data in this version of H-VB is 36 Hours (Mean: 02.23 sec). The emotion ratings correspond to ten emotion concepts, listed below, and averaged 0-100 intensities for each emotion concept, with each sample having been rated by an average of 85.2 raters.

Emotion Labels: Awe, Excitement, Amusement, Awkwardness, Fear, Horror, Distress, Triumph, Sadness, Surprise.

Variants: HUME-VB

Associated Benchmarks

This dataset is used in 1 benchmark:

Recent Benchmark Submissions

Task Model Paper Date
Cultural Vocal Bursts Intensity Prediction w2v2-mtl-chain A Hierarchical Regression Chain Framework … 2023-03-14

Research Papers

Recent papers with results on this dataset: