SAVEE Database for Emotion Recognition

The Surrey Audio-Visual Expressed Emotion (SAVEE) database [39 ] has been recorded as a prerequisite for creating an automatic emotion identification system. Figure 2c demonstrates the distribution of emotions in the SAVEE dataset. The collection contains recordings of four male actors expressing seven distinct emotions: sadness, neutral, frustration, happiness, disgust, and anger. The dataset provided 480 British English utterances in total. The sentences were selected from the standard TIMIT corpus and balanced phonetically for each emotion. The data were recorded, analysed, and labelled using high-quality audio-visual equipment at a lab for visual media.

Free full text: Click here

, & Alsabhan W. (2023). Human–Computer Interaction with a Real-Time Speech Emotion Recognition with Ensembling Techniques 1D Convolution Neural Network and Attention. Sensors (Basel, Switzerland), 23(3), 1386.

Publication 2023

Anger British Disgust Emotion Expressed emotion Frustration Happiness Male Sadness

Corresponding Organization : Alfaisal University

Top 5 similar protocols

Variable analysis

independent variables

Emotions expressed by the actors (sadness, neutral, frustration, happiness, disgust, anger)

dependent variables

Distribution of emotions in the SAVEE dataset
Quality of the audio-visual recordings

control variables

Phonetic balance of the sentences selected from the TIMIT corpus for each emotion
Use of high-quality audio-visual equipment in a lab for visual media

Annotations

Based on most similar protocols

Etiam vel ipsum. Morbi facilisis vestibulum nisl. Praesent cursus laoreet felis. Integer adipiscing pretium orci. Nulla facilisi. Quisque posuere bibendum purus. Nulla quam mauris, cursus eget, convallis ac, molestie non, enim. Aliquam congue. Quisque sagittis nonummy sapien. Proin molestie sem vitae urna. Maecenas lorem.

As authors may omit details in methods from publication, our AI will look for missing critical information across the 5 most similar protocols.

About PubCompare

Our mission is to provide scientists with the largest repository of trustworthy protocols and intelligent analytical tools, thereby offering them extensive information to design robust protocols aimed at minimizing the risk of failures.

We believe that the most crucial aspect is to grant scientists access to a wide range of reliable sources and new useful tools that surpass human capabilities.

However, we trust in allowing scientists to determine how to construct their own protocols based on this information, as they are the experts in their field.

Ready to get started?

Revolutionizing how scientists
search and build protocols!