Siddique Latif

72 papers A 7B 3Misc 1Journal 56Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Empowering caregivers of individuals with autism spectrum disorder through sensor-based monitoring of emotional dysregulation: A scoping review. Int. J. Medical Informatics Moid Sandhu, Siddique Latif, Andrew Bayor, Wei Lu, Mahnoosh Kholghi, Deepa Prabhu, David Silvera-Tawil
2025	J	`jnl`	Can Large Language Models Aid in Annotating Speech Emotional Data? Uncovering New Frontiers [Research Frontier]. IEEE Comput. Intell. Mag. Siddique Latif, Muhammad Usama, Mohammad Ibrahim Malik, Björn W. Schuller
2025	J	`jnl`	Transformers in speech processing: Overcoming challenges and paving the future. Comput. Sci. Rev. Siddique Latif, Syed Aun Muhammad Zaidi, Heriberto Cuayáhuitl, Fahad Shamshad, Moazzam Shoukat, Muhammad Usama, Junaid Qadir
2024	J	`jnl`	Affective Computing and the Road to an Emotionally Intelligent Metaverse. IEEE Open J. Comput. Soc. Farrukh Pervez, Moazzam Shoukat, Muhammad Usama, Moid Sandhu, Siddique Latif, Junaid Qadir
2024	J	`jnl`	Enhancing Cross-Language Multimodal Emotion Recognition With Dual Attention Transformers. IEEE Open J. Comput. Soc. Syed Aun Muhammad Zaidi, Siddique Latif, Junaid Qadir
2024	A	`conf`	Evaluating Transformer-Enhanced Deep Reinforcement Learning for Speech Emotion Recognition. INTERSPEECH Siddique Latif, Raja Jurdak, Björn W. Schuller
2024	J	`jnl`	MEDS-Net: Multi-encoder based self-distilled network with bidirectional maximum intensity projections fusion for lung nodule detection. Eng. Appl. Artif. Intell. Muhammad Usman, Azka Rehman, Abdullah Shahid, Siddique Latif, Yeong-Gil Shin
2024	J	`jnl`	Medicine's New Rhythm: Harnessing Acoustic Sensing via the Internet of Audio Things for Healthcare. IEEE Open J. Comput. Soc. Farrukh Pervez, Moazzam Shoukat, Varsha Suresh, Muhammad Umar Bin Farooq, Moid Sandhu, Adnan Qayyum, Muhammad Usama, Anna M. Girardi, Siddique Latif, Junaid Qadir
2023	A	`conf`	A Preliminary Study on Augmenting Speech Emotion Recognition using a Diffusion Model. INTERSPEECH Mohammad Ibrahim Malik, Siddique Latif, Raja Jurdak, Björn W. Schuller
2023	J	`jnl`	A Preliminary Study on Augmenting Speech Emotion Recognition using a Diffusion Model. CoRR Ibrahim Malik, Siddique Latif, Raja Jurdak, Björn W. Schuller
2023	J	`jnl`	A survey on deep reinforcement learning for audio-based applications. Artif. Intell. Rev. Siddique Latif, Heriberto Cuayáhuitl, Farrukh Pervez, Fahad Shamshad, Hafiz Shehbaz Ali, Erik Cambria
2023	—	`conf`	Breaking Barriers: Can Multilingual Foundation Models Bridge the Gap in Cross-Language Speech Emotion Recognition? SNAMS Moazzam Shoukat, Muhammad Usama, Hafiz Shehbaz Ali, Siddique Latif
2023	J	`jnl`	Can Large Language Models Aid in Annotating Speech Emotional Data? Uncovering New Frontiers. CoRR Siddique Latif, Muhammad Usama, Mohammad Ibrahim Malik, Björn W. Schuller
2023	J	`jnl`	Cross-Language Speech Emotion Recognition Using Multimodal Dual Attention Transformers. CoRR Syed Aun Muhammad Zaidi, Siddique Latif, Junaid Qadir
2023	J	`jnl`	Emotions Beyond Words: Non-Speech Audio Emotion Recognition With Edge Computing. CoRR Ibrahim Malik, Siddique Latif, Sanaullah Manzoor, Muhammad Usama, Junaid Qadir, Raja Jurdak
2023	J	`jnl`	Generative Emotional AI for Speech Emotion Recognition: The Case for Synthetic Emotional Speech Augmentation. CoRR Abdullah Shahid, Siddique Latif, Junaid Qadir
2023	J	`jnl`	Lightweight Toxicity Detection in Spoken Language: A Transformer-based Approach for Edge Devices. CoRR Ahlam Husni Abu Nada, Siddique Latif, Junaid Qadir
2023	J	`jnl`	MESAHA-Net: Multi-Encoders based Self-Adaptive Hard Attention Network with Maximum Intensity Projections for Lung Nodule Segmentation in CT Scan. CoRR Muhammad Usman, Azka Rehman, Abdullah Shahid, Siddique Latif, Shi Sub Byon, Sung Hyun Kim, Tariq Mahmood Khan, Yeong-Gil Shin
2023	J	`jnl`	Multitask Learning From Augmented Auxiliary Data for Improving Speech Emotion Recognition. IEEE Trans. Affect. Comput. Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller
2023	J	`jnl`	Selective Deeply Supervised Multi-Scale Attention Network for Brain Tumor Segmentation. Sensors Azka Rehman, Muhammad Usman, Abdullah Shahid, Siddique Latif, Junaid Qadir
2023	J	`jnl`	Self Supervised Adversarial Domain Adaptation for Cross-Corpus and Cross-Language Speech Emotion Recognition. IEEE Trans. Affect. Comput. Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller
2023	J	`jnl`	Sparks of Large Audio Models: A Survey and Outlook. CoRR Siddique Latif, Moazzam Shoukat, Fahad Shamshad, Muhammad Usama, Yi Ren, Heriberto Cuayáhuitl, Wenwu Wang, Xulong Zhang, Roberto Togneri, Erik Cambria, Björn W. Schuller
2023	J	`jnl`	Survey of Deep Representation Learning for Speech Emotion Recognition. IEEE Trans. Affect. Comput. Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Junaid Qadir, Björn W. Schuller
2023	J	`jnl`	Transformers in Speech Processing: A Survey. CoRR Siddique Latif, Aun Zaidi, Heriberto Cuayáhuitl, Fahad Shamshad, Moazzam Shoukat, Junaid Qadir
2022	J	`jnl`	AI-Based Emotion Recognition: Promise, Peril, and Prescriptions for Prosocial Path. CoRR Siddique Latif, Hafiz Shehbaz Ali, Muhammad Usama, Rajib Rana, Björn W. Schuller, Junaid Qadir
2022	J	`jnl`	MEDS-Net: Self-Distilled Multi-Encoders Network with Bi-Direction Maximum Intensity projections for Lung Nodule Detection. CoRR Muhammad Usman, Azka Rehman, Abdullah Shahid, Siddique Latif, Shi Sub Byon, Byoung-Dai Lee, Sung Hyun Kim, Byung IlLee, Yeong-Gil Shin
2022	J	`jnl`	Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion Recognition. IEEE Trans. Affect. Comput. Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Julien Epps, Björn W. Schuller
2022	—	`conf`	Multi-task learning from Unlabelled Data to Improve Cross Language Speech Emotion Recognition. SMM Hafiz Shehbaz Ali, Siddique Latif
2022	J	`jnl`	Multitask Learning from Augmented Auxiliary Data for Improving Speech Emotion Recognition. CoRR Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller
2022	J	`jnl`	Self Supervised Adversarial Domain Adaptation for Cross-Corpus and Cross-Language Speech Emotion Recognition. CoRR Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller
2021	J	`jnl`	A Survey on Deep Reinforcement Learning for Audio-Based Applications. CoRR Siddique Latif, Heriberto Cuayáhuitl, Farrukh Pervez, Fahad Shamshad, Hafiz Shehbaz Ali, Erik Cambria
2021	B	`conf`	Controlling Prosody in End-to-End TTS: A Case Study on Contrastive Focus Generation. CoNLL Siddique Latif, Inyoung Kim, Ioan Calapodescu, Laurent Besacier
2021	—	`conf`	Privacy Enhanced Speech Emotion Communication using Deep Learning Aided Edge Computing. ICC Workshops Hafiz Shehbaz Ali, Fakhar ul Hassan, Siddique Latif, Habib Ullah Manzoor, Junaid Qadir
2021	J	`jnl`	Privacy Enhanced Speech Emotion Communication using Deep Learning Aided Edge Computing. CoRR Hafiz Shehbaz Ali, Fakhar ul Hassan, Siddique Latif, Habib Ullah Manzoor, Junaid Qadir
2020	A	`conf`	Augmenting Generative Adversarial Networks for Speech Emotion Recognition. INTERSPEECH Siddique Latif, Muhammad Asim, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller
2020	J	`jnl`	Augmenting Generative Adversarial Networks for Speech Emotion Recognition. CoRR Siddique Latif, Muhammad Asim, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller
2020	A	`conf`	Deep Architecture Enhancing Robustness to Noise, Adversarial Attacks, and Cross-Corpus Setting for Speech Emotion Recognition. INTERSPEECH Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller
2020	J	`jnl`	Deep Architecture Enhancing Robustness to Noise, Adversarial Attacks, and Cross-corpus Setting for Speech Emotion Recognition. CoRR Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller
2020	J	`jnl`	Deep Reinforcement Learning with Pre-training for Time-efficient Training of Automatic Speech Recognition. CoRR Thejan Rajapakshe, Siddique Latif, Rajib Rana, Sara Khalifa, Björn W. Schuller
2020	J	`jnl`	Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends. CoRR Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Junaid Qadir, Björn W. Schuller
2020	J	`jnl`	Leveraging Data Science to Combat COVID-19: A Comprehensive Review. IEEE Trans. Artif. Intell. Siddique Latif, Muhammad Usman, Sanaullah Manzoor, Waleed Iqbal, Junaid Qadir, Gareth Tyson, Ignacio Castro, Adeel Razi, Maged N. Kamel Boulos, Adrian Weller, Jon Crowcroft
2020	—	`conf`	Poster Abstract: Federated Learning for Speech Emotion Recognition Applications. IPSN Siddique Latif, Sara Khalifa, Rajib Rana, Raja Jurdak
2019	J	`jnl`	Automated Screening for Distress: A Perspective for the Future. CoRR Rajib Rana, Siddique Latif, Raj Gururajan, Anthony Gray, Geraldine Mackenzie, Gerald Michael Humphris, Jeff Dunn
2019	J	`jnl`	Blockchain And The Future of the Internet: A Comprehensive Review. CoRR Fakhar ul Hassan, Anwaar Ali, Siddique Latif, Junaid Qadir, Salil S. Kanhere, Jatinder Singh, Jon Crowcroft
2019	J	`jnl`	Caveat Emptor: The Risks of Using Big Data for Human Development. IEEE Technol. Soc. Mag. Siddique Latif, Adnan Qayyum, Muhammad Usama, Junaid Qadir, Andrej J. Zwitter, Muhammad Shahzad
2019	J	`jnl`	Caveat emptor: the risks of using big data for human development. CoRR Siddique Latif, Adnan Qayyum, Muhammad Usama, Junaid Qadir, Andrej J. Zwitter, Muhammad Shahzad
2019	A	`conf`	Direct Modelling of Speech Emotion from Raw Speech. INTERSPEECH Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Julien Epps
2019	J	`jnl`	Direct Modelling of Speech Emotion from Raw Speech. CoRR Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Julien Epps
2019	J	`jnl`	Disentangled Representation Learning with Information Maximizing Autoencoder. CoRR Kazi Nazmul Haque, Siddique Latif, Rajib Rana
2019	—	`conf`	Early Student Grade Prediction: An Empirical Study. ICACS Zafar Iqbal, Adnan Qayyum, Siddique Latif, Junaid Qadir
2019	B	`conf`	Generative Adversarial Networks For Launching and Thwarting Adversarial Attacks on Network Intrusion Detection Systems. IWCMC Muhammad Usama, Muhammad Asim, Siddique Latif, Junaid Qadir, Ala I. Al-Fuqaha
2019	J	`jnl`	Motion Corrected Multishot MRI Reconstruction Using Generative Networks with Sensitivity Encoding. CoRR Muhammad Usman, Siddique Latif, Muhammad Asim, Junaid Qadir
2019	J	`jnl`	Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion. CoRR Rajib Rana, Siddique Latif, Sara Khalifa, Raja Jurdak, Julien Epps
2019	J	`jnl`	Pre-training in Deep Reinforcement Learning for Automatic Speech Recognition. CoRR Thejan Rajapakshe, Rajib Rana, Siddique Latif, Sara Khalifa, Björn W. Schuller
2019	J	`jnl`	Soft Computing Techniques for Dependable Cyber-Physical Systems. IEEE Access Muhammad Atif, Siddique Latif, Rizwan Ahmad, Adnan Khalid Kiani, Junaid Qadir, Adeel Baig, Hisao Ishibuchi, Waseem Abbas
2019	B	`conf`	Unsupervised Adversarial Domain Adaptation for Cross-Lingual Speech Emotion Recognition. ACII Siddique Latif, Junaid Qadir, Muhammad Bilal
2019	J	`jnl`	Unsupervised Adversarial Domain Adaptation for Cross-Lingual Speech Emotion Recognition. CoRR Siddique Latif, Junaid Qadir, Muhammad Bilal
2018	J	`jnl`	Abnormal Heartbeat Detection Using Recurrent Neural Networks. CoRR Siddique Latif, Muhammad Usman, Junaid Qadir, Rajib Rana
2018	J	`jnl`	Adversarial Machine Learning And Speech Emotion Recognition: Utilizing Generative Adversarial Networks For Robustness. CoRR Siddique Latif, Rajib Rana, Junaid Qadir
2018	J	`jnl`	Automating Motion Correction in Multishot MRI Using Generative Adversarial Networks. CoRR Siddique Latif, Muhammad Asim, Muhammad Usman, Junaid Qadir, Rajib Rana
2018	J	`jnl`	Community detection in networks: A multidisciplinary review. J. Netw. Comput. Appl. Muhammad Aqib Javed, Muhammad Shahzad Younis, Siddique Latif, Junaid Qadir, Adeel Baig
2018	J	`jnl`	Cross Corpus Speech Emotion Classification- An Effective Transfer Learning Technique. CoRR Siddique Latif, Rajib Rana, Shahzad Younis, Junaid Qadir, Julien Epps
2018	Misc	`conf`	Cross Lingual Speech Emotion Recognition: Urdu vs. Western Languages. FIT Siddique Latif, Adnan Qayyum, Muhammad Usman, Junaid Qadir
2018	J	`jnl`	Cross Lingual Speech Emotion Recognition: Urdu vs. Western Languages. CoRR Siddique Latif, Adnan Qayyum, Muhammad Usman, Junaid Qadir
2018	J	`jnl`	Exploring Media Bias and Toxicity in South Asian Political Discourse. CoRR Adnan Qayyum, Zafar Gilani, Siddique Latif, Junaid Qadir, Jat Singh
2018	J	`jnl`	Soft Computing Techniques for Dependable Cyber-Physical Systems. CoRR Muhammad Atif, Siddique Latif, Rizwan Ahmad, Adnan Khalid Kiani, Junaid Qadir, Adeel Baig, Hisao Ishibuchi, Waseem Abbas
2018	A	`conf`	Transfer Learning for Improving Speech Emotion Classification Accuracy. INTERSPEECH Siddique Latif, Rajib Rana, Shahzad Younis, Junaid Qadir, Julien Epps
2018	J	`jnl`	Using Deep Autoencoders for Facial Expression Recognition. CoRR Muhammad Usman Ilyas, Siddique Latif, Junaid Qadir
2018	A	`conf`	Variational Autoencoders for Learning Latent Representations of Speech Emotion: A Preliminary Study. INTERSPEECH Siddique Latif, Rajib Rana, Junaid Qadir, Julien Epps
2017	J	`jnl`	How 5G (and concomitant technologies) will revolutionize healthcare. CoRR Siddique Latif, Junaid Qadir, Shahzad Farooq, Muhammad Ali Imran
2017	J	`jnl`	How 5G Wireless (and Concomitant Technologies) Will Revolutionize Healthcare? Future Internet Siddique Latif, Junaid Qadir, Shahzad Farooq, Muhammad Ali Imran
2017	J	`jnl`	Variational Autoencoders for Learning Latent Representations of Speech Emotion. CoRR Siddique Latif, Rajib Rana, Junaid Qadir, Julien Epps