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2025
Empowering Urdu sentiment analysis: an attention-based stacked CNN-Bi-LSTM DNN with multilingual BERT
Complex & Intelligent Systems
2025
Coalescence of fractionally derived and statistically tuned correlated vocal tract and excitation source gaussian mixture super-vectors for improved modelling of speech emotion
Speech Communication
2025
RAMHA: A Hybrid Social Text-Based Transformer with Adapter for Mental Health Emotion Classification
Mathematics
2025
Evolving techniques in sentiment analysis: a comprehensive review
PeerJ Computer Science
2024
A systematic review of emotion recognition using cardio-based signals
ICT Express
2024
Analyzing the influence of different speech data corpora and speech features on speech emotion recognition: A review
Speech Communication
2024
Migraine headache (MH) classification using machine learning methods with data augmentation
Scientific Reports
2024
2024 IEEE 9th International Conference on Engineering Technologies and Applied Sciences (ICETAS)
2024
2024 11th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO)
2024
Exploring contactless techniques in multimodal emotion recognition: insights into diverse applications, challenges, solutions, and prospects
Multimedia Systems
2024
Emotion recognition for human–computer interaction using high-level descriptors
Scientific Reports
2023
The amalgamation of wavelet packet information gain entropy tuned source and system parameters for improved speech emotion recognition
Speech Communication
2023
2023 9th International Conference on Computer and Communication Engineering (ICCCE)
2023
Equilibrium Optimizer for Emotion Classification From English Speech Signals
IEEE Access
2023
Application of artificial intelligence for automatic cataract staging based on anterior segment images: comparing automatic segmentation approaches to manual segmentation
Frontiers in Neuroscience
2023
Fusion-based speech emotion classification using two-stage feature selection
Speech Communication
2023
The influence of music teaching appreciation on the mental health of college students based on multimedia data analysis
PeerJ Computer Science
2022
Analyzing the Role of Emotional Intelligence on the Performance of Small and Medium Enterprises (SMEs) Using AI-Based Convolutional Neural Networks (CNNs)
Security and Communication Networks
2022
Deep Sentiment Analysis Using CNN-LSTM Architecture of English and Roman Urdu Text Shared in Social Media
Applied Sciences
2022
Communications in Computer and Information Science
2022
Data augmentation and deep neural networks for the classification of Pakistani racial speakers recognition
PeerJ Computer Science
2022
Research on the Filtering and Classification Method of Interactive Music Education Resources Based on Neural Network
Computational Intelligence and Neuroscience
2022
Multi-modal emotion recognition using EEG and speech signals
Computers in Biology and Medicine
2022
Multimedia Vocal Performance Automation Evaluation Model Based on RBF Network
Mathematical Problems in Engineering
2022
Multi-class sentiment analysis of urdu text using multilingual BERT
Scientific Reports
2022
Recognizing Semi-Natural and Spontaneous Speech Emotions Using Deep Neural Networks
IEEE Access
2021
Semi-Natural and Spontaneous Speech Recognition Using Deep Neural Networks with Hybrid Features Unification
Processes
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