2025
Can Large Language Models Aid in Annotating Speech Emotional Data? Uncovering New Frontiers [Research Frontier].
IEEE Comput. Intell. Mag., February, 2025
2024
Enhancing Cross-Language Multimodal Emotion Recognition With Dual Attention Transformers.
IEEE Open J. Comput. Soc., 2024
Affective Computing and the Road to an Emotionally Intelligent Metaverse.
IEEE Open J. Comput. Soc., 2024
Medicine's New Rhythm: Harnessing Acoustic Sensing via the Internet of Audio Things for Healthcare.
IEEE Open J. Comput. Soc., 2024
MEDS-Net: Multi-encoder based self-distilled network with bidirectional maximum intensity projections fusion for lung nodule detection.
Eng. Appl. Artif. Intell., 2024
2023
A survey on deep reinforcement learning for audio-based applications.
Artif. Intell. Rev., March, 2023
Selective Deeply Supervised Multi-Scale Attention Network for Brain Tumor Segmentation.
Sensors, February, 2023
Multitask Learning From Augmented Auxiliary Data for Improving Speech Emotion Recognition.
IEEE Trans. Affect. Comput., 2023
Self Supervised Adversarial Domain Adaptation for Cross-Corpus and Cross-Language Speech Emotion Recognition.
IEEE Trans. Affect. Comput., 2023
Survey of Deep Representation Learning for Speech Emotion Recognition.
IEEE Trans. Affect. Comput., 2023
Sparks of Large Audio Models: A Survey and Outlook.
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CoRR, 2023
Can Large Language Models Aid in Annotating Speech Emotional Data? Uncovering New Frontiers.
CoRR, 2023
Cross-Language Speech Emotion Recognition Using Multimodal Dual Attention Transformers.
CoRR, 2023
Emotions Beyond Words: Non-Speech Audio Emotion Recognition With Edge Computing.
CoRR, 2023
Lightweight Toxicity Detection in Spoken Language: A Transformer-based Approach for Edge Devices.
CoRR, 2023
MESAHA-Net: Multi-Encoders based Self-Adaptive Hard Attention Network with Maximum Intensity Projections for Lung Nodule Segmentation in CT Scan.
CoRR, 2023
Transformers in Speech Processing: A Survey.
CoRR, 2023
Generative Emotional AI for Speech Emotion Recognition: The Case for Synthetic Emotional Speech Augmentation.
CoRR, 2023
Breaking Barriers: Can Multilingual Foundation Models Bridge the Gap in Cross-Language Speech Emotion Recognition?
Proceedings of the Tenth International Conference on Social Networks Analysis, 2023
A Preliminary Study on Augmenting Speech Emotion Recognition using a Diffusion Model.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
2022
Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion Recognition.
IEEE Trans. Affect. Comput., 2022
AI-Based Emotion Recognition: Promise, Peril, and Prescriptions for Prosocial Path.
CoRR, 2022
MEDS-Net: Self-Distilled Multi-Encoders Network with Bi-Direction Maximum Intensity projections for Lung Nodule Detection.
CoRR, 2022
Multi-task learning from Unlabelled Data to Improve Cross Language Speech Emotion Recognition.
Proceedings of the 2022 Workshop on Speech, Music and Mind, 2022
2021
Privacy Enhanced Speech Emotion Communication using Deep Learning Aided Edge Computing.
Proceedings of the IEEE International Conference on Communications Workshops, 2021
Controlling Prosody in End-to-End TTS: A Case Study on Contrastive Focus Generation.
Proceedings of the 25th Conference on Computational Natural Language Learning, 2021
2020
Leveraging Data Science to Combat COVID-19: A Comprehensive Review.
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IEEE Trans. Artif. Intell., 2020
Deep Reinforcement Learning with Pre-training for Time-efficient Training of Automatic Speech Recognition.
CoRR, 2020
Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends.
CoRR, 2020
Poster Abstract: Federated Learning for Speech Emotion Recognition Applications.
Proceedings of the 19th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2020
Deep Architecture Enhancing Robustness to Noise, Adversarial Attacks, and Cross-Corpus Setting for Speech Emotion Recognition.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
Augmenting Generative Adversarial Networks for Speech Emotion Recognition.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
2019
Caveat Emptor: The Risks of Using Big Data for Human Development.
IEEE Technol. Soc. Mag., 2019
Pre-training in Deep Reinforcement Learning for Automatic Speech Recognition.
CoRR, 2019
Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion.
CoRR, 2019
Disentangled Representation Learning with Information Maximizing Autoencoder.
CoRR, 2019
Blockchain And The Future of the Internet: A Comprehensive Review.
CoRR, 2019
Automated Screening for Distress: A Perspective for the Future.
CoRR, 2019
Motion Corrected Multishot MRI Reconstruction Using Generative Networks with Sensitivity Encoding.
CoRR, 2019
Soft Computing Techniques for Dependable Cyber-Physical Systems.
IEEE Access, 2019
Generative Adversarial Networks For Launching and Thwarting Adversarial Attacks on Network Intrusion Detection Systems.
Proceedings of the 15th International Wireless Communications & Mobile Computing Conference, 2019
Direct Modelling of Speech Emotion from Raw Speech.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
Early Student Grade Prediction: An Empirical Study.
Proceedings of the 2nd International Conference on Advancements in Computational Sciences, 2019
Unsupervised Adversarial Domain Adaptation for Cross-Lingual Speech Emotion Recognition.
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019
2018
Community detection in networks: A multidisciplinary review.
J. Netw. Comput. Appl., 2018
Adversarial Machine Learning And Speech Emotion Recognition: Utilizing Generative Adversarial Networks For Robustness.
CoRR, 2018
Automating Motion Correction in Multishot MRI Using Generative Adversarial Networks.
CoRR, 2018
Exploring Media Bias and Toxicity in South Asian Political Discourse.
CoRR, 2018
Using Deep Autoencoders for Facial Expression Recognition.
CoRR, 2018
Abnormal Heartbeat Detection Using Recurrent Neural Networks.
CoRR, 2018
Cross Corpus Speech Emotion Classification- An Effective Transfer Learning Technique.
CoRR, 2018
Transfer Learning for Improving Speech Emotion Classification Accuracy.
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018
Variational Autoencoders for Learning Latent Representations of Speech Emotion: A Preliminary Study.
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018
Cross Lingual Speech Emotion Recognition: Urdu vs. Western Languages.
Proceedings of the 2018 International Conference on Frontiers of Information Technology, 2018
2017
How 5G Wireless (and Concomitant Technologies) Will Revolutionize Healthcare?
Future Internet, 2017
Variational Autoencoders for Learning Latent Representations of Speech Emotion.
CoRR, 2017
How 5G (and concomitant technologies) will revolutionize healthcare.
CoRR, 2017
Artificial Intelligence as an Enabler for Cognitive Self-Organizing Future Networks.
CoRR, 2017
Mobile Health in the Developing World: Review of Literature and Lessons From a Case Study.
IEEE Access, 2017