ehcalabres/ravdess_speech

---
annotations_creators:
- no-annotation
language_creators:
- found
language:
- en
license:
- cc-by-nc-sa-4.0
multilinguality:
- monolingual
size_categories:
- 1K<n<10K
source_datasets:
- original
task_categories:
- audio-classification
task_ids:
- speech-emotion-recognition
---

# Dataset Card for ravdess_speech

## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-instances)
- [Data Splits](#data-instances)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)

## Dataset Description

- **Homepage:** [Needs More Information]
- **Repository:** https://zenodo.org/record/1188976#.YUS4MrozZdS
- **Paper:** https://doi.org/10.1371/journal.pone.0196391
- **Leaderboard:** [Needs More Information]
- **Point of Contact:** [e-mail]

### Dataset Summary

The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS) contains 24 professional actors (12 female, 12 male), vocalizing two lexically-matched statements in a neutral North American accent. Speech includes calm, happy, sad, angry, fearful, surprise, and disgust expressions. Each expression is produced at two levels of emotional intensity (normal, strong), with an additional neutral expression. The conditions of the audio files are: 16bit, 48kHz .wav.

### Supported Tasks and Leaderboards

- audio-classification: The dataset can be used to train a model for Audio Classification tasks, which consists in predict the latent emotion presented on the audios.

### Languages

The audios available in the dataset are in English spoken by actors in a neutral North American accent.

## Dataset Structure

### Data Instances

[Needs More Information]

### Data Fields

[Needs More Information]

### Data Splits

[Needs More Information]

## Dataset Creation

### Curation Rationale

[Needs More Information]

### Source Data

#### Initial Data Collection and Normalization

[Needs More Information]

#### Who are the source language producers?

[Needs More Information]

### Annotations

#### Annotation process

[Needs More Information]

#### Who are the annotators?

[Needs More Information]

### Personal and Sensitive Information

[Needs More Information]

## Considerations for Using the Data

### Social Impact of Dataset

[Needs More Information]

### Discussion of Biases

[Needs More Information]

### Other Known Limitations

[Needs More Information]

## Additional Information

### Dataset Curators

[Needs More Information]

### Licensing Information

The RAVDESS is released under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License, CC BY-NC-SA 4.0

Commercial licenses for the RAVDESS can also be purchased. For more information, please visit our license fee page, or contact us at [e-mail].

### Citation Information

Livingstone SR, Russo FA (2018) The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS): A dynamic, multimodal set of facial and vocal expressions in North American English. PLoS ONE 13(5): e0196391. https://doi.org/10.1371/journal.pone.0196391.

原始信息汇总

数据集卡片 for ravdess_speech

数据集描述

数据集摘要

Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS) 包含24名专业演员（12名女性，12名男性），用中性北美口音发音两个词汇匹配的陈述。语音包括平静、快乐、悲伤、愤怒、恐惧、惊讶和厌恶表达。每种表达在两种情绪强度（正常、强烈）下产生，并额外有一种中性表达。音频文件的条件是：16bit，48kHz .wav。

支持的任务和排行榜

• audio-classification: 该数据集可用于训练音频分类任务的模型，即预测音频中呈现的潜在情绪。

语言

数据集中可用的音频为英语，由演员以中性北美口音发音。

数据集结构

数据实例

[需要更多信息]

数据字段

[需要更多信息]

数据分割

[需要更多信息]

数据集创建

策划理由

[需要更多信息]

源数据

初始数据收集和规范化

[需要更多信息]

源语言生产者是谁？

[需要更多信息]

注释

注释过程

[需要更多信息]

注释者是谁？

[需要更多信息]

个人和敏感信息

[需要更多信息]

使用数据集的考虑因素

数据集的社会影响

[需要更多信息]

偏见的讨论

[需要更多信息]

其他已知限制

[需要更多信息]

附加信息

数据集策展人

[需要更多信息]

许可信息

RAVDESS 在 Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License (CC BY-NC-SA 4.0) 下发布。

RAVDESS 的商业许可也可以购买。更多信息，请访问我们的许可费页面，或联系我们 at [e-mail]。

引用信息

Livingstone SR, Russo FA (2018) The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS): A dynamic, multimodal set of facial and vocal expressions in North American English. PLoS ONE 13(5): e0196391. https://doi.org/10.1371/journal.pone.0196391.