This project fine-tunes the superb/wav2vec2-large-superb-er model on custom audio data for emotion recognition. The model achieves robust performance across four emotion classes using a manual ...

New facial-recognition tools being tested at Orlando International Airport could soon be keeping track of travelers at departure gates across the country. By Christine Chung Reporting from Orlando, ...

Decoding emotional states from electroencephalography (EEG) signals is a fundamental goal in affective neuroscience. This endeavor requires accurately modeling the complex spatio-temporal dynamics of ...

Speech recognition in Windows 11 lets you control your PC with your voice, making typing and navigation faster and easier. This guide will show you all you need to know to set it up and start using it ...

Mental disorders have a significant impact on many areas of people’s life, particularly on affective regulation; thus, there is a growing need to find disease-specific biomarkers to improve early ...

Abstract: Speech emotion recognition is the task of automatically detecting the emotional state of a speaker from their spoken words. It is a growing area of research that has applications in various ...

Speech emotion recognition base on Long Short-Term Model (LSTM), implemented in tensorflow. The system improve the accuracy of emotion recognition while maintaining lightweight through feature ...

In this tutorial, we walk through an advanced yet practical workflow using SpeechBrain. We start by generating our own clean speech samples with gTTS, deliberately adding noise to simulate real-world ...

Most experimental brain-computer interfaces (BCIs) that have been used for synthesizing human speech have been implanted in the areas of the brain that translate the intention to speak into the muscle ...

ABSTRACT: This paper studies recent assistive technologies and AI sound detection systems that have been developed to support both the safety and communication of individuals who are deaf. It ...

The latest trends and issues around the use of open source software in the enterprise. JetBrains has detailed its eighth annual Python Developers Survey. This survey is conducted as a collaborative ...

Abstract: As human-computer interaction continues to develop, Speech Emotion Recognition (SER) is a vital component for machines to gain insight into human emotions for applications in fields such as ...