IEEE

Personalized Music Recommendations Through Speech Emotion Recognition Using Deep Learning

Abstract: The objective of this work is to present a music recommendation system that personalises the suggested songs by recognising emotions from speech. The system leverages emotion extraction from ...
IEEE

Emotion Recognition from Speech Signals Using Hybrid CNN Model

Abstract: The fast growth of internet and communications networks has drastically enhanced data transport, allowing tasks like Speech Emotion Recognition (SER), an essential aspect of human-computer ...
IEEE

Machine Learning based Bird’s Emotions Recognition using Joint Dataset of Audio and Visual Images

Abstract: Accurate recognition of bird emotions is essential for advancing bird behavior studies and conservation efforts. This paper introduces a learning approach for bird emotions recognition, ...
IEEE

Multiple Face-Emotion Recognition Using Attention Mechanisms in Deep Learning

Abstract: Emotions were conveyed through facial expressions and could represent unspoken words. While humans could easily interpret these expressions, it remained a challenging task for machines.
IEEE

A Multimodal Deep Network for Music Emotion Recognition Using Audio Chorus and Lyrics

Abstract: Music emotion recognition (MER) is an essential branch in music information retrieval, focusing on categorization of music based on emotional content. This study introduces a multimodal deep ...