Data · dataset · 2023
UniqueData/speech-emotion-recognition-dataset
Listed in Hugging Face Datasets
The audio dataset consists of a collection of texts spoken with four distinct emotions.
Description
These texts are spoken in English and represent four different emotional states: **euphoria, joy, sadness and surprise**. Each audio clip captures the tone, intonation, and nuances of speech as individuals convey their emotions through their voice.
The dataset includes a diverse range of speakers, ensuring variability in age, gender, and cultural backgrounds*, allowing for a more comprehensive representation of the emotional spectrum. The dataset is labeled and organized based on the emotion expressed in each audio sample, making it a valuable resource for emotion recognition and analysis. Researchers and developers can utilize this dataset to train and evaluate machine learning models and algorithms, aiming to accurately recognize and classify emotions in speech.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/UniqueData/speech-emotion-recognition-dataset ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/UniqueData/speech-emotion-recognition-dataset ↗
metadata API · from Hugging Face
Topics
- Stated by source
- audio classification
- From keywords
- Computer Science & AI
- Inferred from text
- Audio 75%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | UniqueData/speech-emotion-recognition-dataset | 15 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:audio | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[task].hf_task:audio-classification | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license_text | source · Hugging Face | connector:huggingface@1.0.0 | |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |