MaxMViT-MLP: Multiaxis and Multiscale Vision Transformers Fusion Network for Speech Emotion Recognition

KL Ong, CP Lee, HS Lim, KM Lim, A Alqahtani - IEEE Access, 2024 - ieeexplore.ieee.org
Vision Transformers, known for their innovative architectural design and modeling
capabilities, have gained significant attention in computer vision. This paper presents a dual …

[PDF][PDF] A Blind Robust Image Watermarking on Selected DCT Coefficients for Copyright Protection

M Rahardi, FF Abdulloh, WS Putra - International Journal of …, 2022 - researchgate.net
This paper proposes a blind and robust image watermarking technique using Discrete
Cosine Transform (DCT) for copyright protection on color images called BRIW-DCT. Each …

Strong generalized speech emotion recognition based on effective data augmentation

H Tao, S Shan, Z Hu, C Zhu, H Ge - Entropy, 2022 - mdpi.com
The absence of labeled samples limits the development of speech emotion recognition
(SER). Data augmentation is an effective way to address sample sparsity. However, there is …

A Text Independent Speech Emotion Recognition Based on Convolutional Neural Network

S Sarker, K Akter, N Mamun - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
With the advancement of deep learning approaches, the performance of speech emotion
recognition (SER) has shown significant improvements. However, system performance …

Discovering the Optimal Setup for Speech Emotion Recognition Model Incorporating Different CNN Architectures

PJB Berdos, JO Saligumba, KP Deveza… - 2022 IEEE 14th …, 2022 - ieeexplore.ieee.org
Grown in recent decades, emotion recognition from speech data has been a research topic
in human-machine communication technologies. Different approaches, structures …

Konuşma Duygu Tanıma için Akustik Özelliklere Dayalı LSTM Tabanlı Bir Yaklaşım

K Donuk, D Hanbay - Computer Science, 2022 - dergipark.org.tr
Konuşma duygu tanıma, konuşma sinyallerinden insan duygularını gerçek zamanlı olarak
tanıyabilen aktif bir insan-bilgisayar etkileşimi alanıdır. Bu alanda yapılan tanıma görevi …

Speech Emotion Recognition Using Combined Mel Spectrograms with 2D CNN Models

Ž Marma, M Punys, A Lipnickas - 2023 IEEE 12th International …, 2023 - ieeexplore.ieee.org
Speech emotion recognition is a task in machine learning to classify audio signals according
to the emotions portrayed by the speaker. Spectrograms allow audio classification task to be …

Emotion Recognition with AI Methodologies: Brief Review and Methodological Proposal

J Pabón, RM Toasa, D Martınez, L Aguas - International Conference on …, 2024 - Springer
Emotion recognition plays a crucial role in the field of artificial intelligence, as it allows
machines to understand and respond appropriately to human emotions. This article provides …

Speech Emotion Recognition Using Deep Learning Hybrid Models

J Bhanbhro, S Talpur, AA Memon - … International Conference on …, 2022 - ieeexplore.ieee.org
Speech Emotion Recognition (SER) has been essential to Human-Computer Interaction
(HCI) and other complex speech processing systems over the past decade. Due to the …

Deep learning based emotion recognition in human-robot interaction with multi-modal data

J Joseph, RP Aneesh, J Zacharias - AIP Conference Proceedings, 2024 - pubs.aip.org
Emotion detection plays a critical role in various domains, such as human-robot interaction
and affective computing. This project focuses on the development and evaluation of models …