Zahra99/IEMOCAP_Text

---
dataset_info:
features:
- name: text
dtype: string
- name: label
dtype:
class_label:
names:
'0': ang
'1': hap
'2': neu
'3': sad
splits:
- name: session1
num_bytes: 71932
num_examples: 1085
- name: session2
num_bytes: 79012
num_examples: 1023
- name: session3
num_bytes: 74980
num_examples: 1151
- name: session4
num_bytes: 72622
num_examples: 1031
- name: session5
num_bytes: 89524
num_examples: 1241
download_size: 215486
dataset_size: 388070
task_categories:
- text-classification
language:
- en
tags:
- Emotion recognition
- Text classification
size_categories:
- 1K<n<10K
---
# Dataset Card for "IEMOCAP_Text"

This dataset obtained from IEMOCAP dataset. For more information go to [IEMOCAP](https://sail.usc.edu/iemocap/) webpage.
This dataset contains 5 most common classes includes angry, happy, excitement, neutral and sad. Based on articles in this field, we merge excitement and happy classes.
Our dataset contaions 5531 utterances and it splits based on the sessions.

[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

原始信息汇总

数据集概述

数据集名称

IEMOCAP_Text

数据集特征

• text: 数据类型为字符串。
• label: 数据类型为分类标签，包含以下类别：
  • 0: ang
  • 1: hap
  • 2: neu
  • 3: sad

数据集分割

• session1: 1085个样本，占用71932字节。
• session2: 1023个样本，占用79012字节。
• session3: 1151个样本，占用74980字节。
• session4: 1031个样本，占用72622字节。
• session5: 1241个样本，占用89524字节。

数据集大小

• 下载大小: 215486字节
• 数据集总大小: 388070字节

任务类别

• 文本分类

语言

• 英语

标签

• 情绪识别
• 文本分类

大小类别

• 1K<n<10K