What does "IEMOCAP" mean?
Table of Contents
IEMOCAP stands for Interactive Emotional Dyadic Motion Capture. It is a well-known dataset used in research about emotions in speech and language.
Purpose
The main goal of IEMOCAP is to help researchers study how emotions affect communication. The dataset includes recordings of conversations between people who act out different emotional scenarios. These recordings capture various emotions such as happiness, sadness, anger, and excitement.
Structure
IEMOCAP consists of several sessions where pairs of actors perform scripted dialogues. Each session is recorded with high-quality video and audio equipment to capture the actors' voices and facial expressions. The dataset is carefully labeled to identify the emotions expressed in each dialogue.
Applications
Researchers use IEMOCAP to train and test models that can recognize and interpret emotions in speech. This helps improve technologies like virtual assistants and customer service chatbots, making them better at understanding human emotions and responding appropriately.