Siddique Latif

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 65

Top Topics

Reinforcement Learning

Emotion Recognition

Nodule Detection

Top Venues

IEEE Trans. Affect. Comput.

Publications

Farrukh Pervez, Moazzam Shoukat, Muhammad Usama, Moid Sandhu, Siddique Latif, Junaid Qadir
Affective Computing and the Road to an Emotionally Intelligent Metaverse. IEEE Open J. Comput. Soc. 5 (2024)
Muhammad Usman, Azka Rehman, Abdullah Shahid, Siddique Latif, Yeong-Gil Shin
MEDS-Net: Multi-encoder based self-distilled network with bidirectional maximum intensity projections fusion for lung nodule detection. Eng. Appl. Artif. Intell. 129 (2024)
Abdullah Shahid, Siddique Latif, Junaid Qadir
Generative Emotional AI for Speech Emotion Recognition: The Case for Synthetic Emotional Speech Augmentation. CoRR (2023)
Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Junaid Qadir, Björn W. Schuller
Survey of Deep Representation Learning for Speech Emotion Recognition. IEEE Trans. Affect. Comput. 14 (2) (2023)
Siddique Latif, Moazzam Shoukat, Fahad Shamshad, Muhammad Usama, Heriberto Cuayáhuitl, Björn W. Schuller
Sparks of Large Audio Models: A Survey and Outlook. CoRR (2023)
Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller
Self Supervised Adversarial Domain Adaptation for Cross-Corpus and Cross-Language Speech Emotion Recognition. IEEE Trans. Affect. Comput. 14 (3) (2023)
Ibrahim Malik, Siddique Latif, Raja Jurdak, Björn W. Schuller
A Preliminary Study on Augmenting Speech Emotion Recognition using a Diffusion Model. CoRR (2023)
Mohammad Ibrahim Malik, Siddique Latif, Raja Jurdak, Björn W. Schuller
A Preliminary Study on Augmenting Speech Emotion Recognition using a Diffusion Model. INTERSPEECH (2023)
Ahlam Husni Abu Nada, Siddique Latif, Junaid Qadir
Lightweight Toxicity Detection in Spoken Language: A Transformer-based Approach for Edge Devices. CoRR (2023)
Ibrahim Malik, Siddique Latif, Sanaullah Manzoor, Muhammad Usama, Junaid Qadir, Raja Jurdak
Emotions Beyond Words: Non-Speech Audio Emotion Recognition With Edge Computing. CoRR (2023)
Siddique Latif, Aun Zaidi, Heriberto Cuayáhuitl, Fahad Shamshad, Moazzam Shoukat, Junaid Qadir
Transformers in Speech Processing: A Survey. CoRR (2023)
Siddique Latif, Heriberto Cuayáhuitl, Farrukh Pervez, Fahad Shamshad, Hafiz Shehbaz Ali, Erik Cambria
A survey on deep reinforcement learning for audio-based applications. Artif. Intell. Rev. 56 (3) (2023)
Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller
Multitask Learning From Augmented Auxiliary Data for Improving Speech Emotion Recognition. IEEE Trans. Affect. Comput. 14 (4) (2023)
Moazzam Shoukat, Muhammad Usama, Hafiz Shehbaz Ali, Siddique Latif
Breaking Barriers: Can Multilingual Foundation Models Bridge the Gap in Cross-Language Speech Emotion Recognition? SNAMS (2023)
Azka Rehman, Muhammad Usman, Abdullah Shahid, Siddique Latif, Junaid Qadir
Selective Deeply Supervised Multi-Scale Attention Network for Brain Tumor Segmentation. Sensors 23 (4) (2023)
Syed Aun Muhammad Zaidi, Siddique Latif, Junaid Qadir
Cross-Language Speech Emotion Recognition Using Multimodal Dual Attention Transformers. CoRR (2023)
Muhammad Usman, Azka Rehman, Abdullah Shahid, Siddique Latif, Shi Sub Byon, Sung Hyun Kim, Tariq Mahmood Khan, Yeong-Gil Shin
MESAHA-Net: Multi-Encoders based Self-Adaptive Hard Attention Network with Maximum Intensity Projections for Lung Nodule Segmentation in CT Scan. CoRR (2023)
Siddique Latif, Muhammad Usama, Mohammad Ibrahim Malik, Björn W. Schuller
Can Large Language Models Aid in Annotating Speech Emotional Data? Uncovering New Frontiers. CoRR (2023)
Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller
Multitask Learning from Augmented Auxiliary Data for Improving Speech Emotion Recognition. CoRR (2022)
Muhammad Usman, Azka Rehman, Abdullah Shahid, Siddique Latif, Shi Sub Byon, Byoung-Dai Lee, Sung Hyun Kim, Byung IlLee, Yeong-Gil Shin
MEDS-Net: Self-Distilled Multi-Encoders Network with Bi-Direction Maximum Intensity projections for Lung Nodule Detection. CoRR (2022)
Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller
Self Supervised Adversarial Domain Adaptation for Cross-Corpus and Cross-Language Speech Emotion Recognition. CoRR (2022)
Siddique Latif, Hafiz Shehbaz Ali, Muhammad Usama, Rajib Rana, Björn W. Schuller, Junaid Qadir
AI-Based Emotion Recognition: Promise, Peril, and Prescriptions for Prosocial Path. CoRR (2022)
Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Julien Epps, Björn W. Schuller
Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion Recognition. IEEE Trans. Affect. Comput. 13 (2) (2022)
Siddique Latif, Inyoung Kim, Ioan Calapodescu, Laurent Besacier
Controlling Prosody in End-to-End TTS: A Case Study on Contrastive Focus Generation. CoNLL (2021)
Hafiz Shehbaz Ali, Fakhar ul Hassan, Siddique Latif, Habib Ullah Manzoor, Junaid Qadir
Privacy Enhanced Speech Emotion Communication using Deep Learning Aided Edge Computing. CoRR (2021)
Siddique Latif, Heriberto Cuayáhuitl, Farrukh Pervez, Fahad Shamshad, Hafiz Shehbaz Ali, Erik Cambria
A Survey on Deep Reinforcement Learning for Audio-Based Applications. CoRR (2021)
Hafiz Shehbaz Ali, Fakhar ul Hassan, Siddique Latif, Habib Ullah Manzoor, Junaid Qadir
Privacy Enhanced Speech Emotion Communication using Deep Learning Aided Edge Computing. ICC Workshops (2021)
Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller
Deep Architecture Enhancing Robustness to Noise, Adversarial Attacks, and Cross-corpus Setting for Speech Emotion Recognition. CoRR (2020)
Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Junaid Qadir, Björn W. Schuller
Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends. CoRR (2020)
Siddique Latif, Muhammad Asim, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller
Augmenting Generative Adversarial Networks for Speech Emotion Recognition. INTERSPEECH (2020)
Siddique Latif, Muhammad Asim, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller
Augmenting Generative Adversarial Networks for Speech Emotion Recognition. CoRR (2020)
Siddique Latif, Sara Khalifa, Rajib Rana, Raja Jurdak
Poster Abstract: Federated Learning for Speech Emotion Recognition Applications. IPSN (2020)
Siddique Latif, Muhammad Usman, Sanaullah Manzoor, Waleed Iqbal, Junaid Qadir, Gareth Tyson, Ignacio Castro, Adeel Razi, Maged N. Kamel Boulos, Adrian Weller, Jon Crowcroft
Leveraging Data Science to Combat COVID-19: A Comprehensive Review. IEEE Trans. Artif. Intell. 1 (1) (2020)
Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Björn W. Schuller
Deep Architecture Enhancing Robustness to Noise, Adversarial Attacks, and Cross-Corpus Setting for Speech Emotion Recognition. INTERSPEECH (2020)
Thejan Rajapakshe, Siddique Latif, Rajib Rana, Sara Khalifa, Björn W. Schuller
Deep Reinforcement Learning with Pre-training for Time-efficient Training of Automatic Speech Recognition. CoRR (2020)
Muhammad Usman, Siddique Latif, Muhammad Asim, Junaid Qadir
Motion Corrected Multishot MRI Reconstruction Using Generative Networks with Sensitivity Encoding. CoRR (2019)
Siddique Latif, Adnan Qayyum, Muhammad Usama, Junaid Qadir, Andrej J. Zwitter, Muhammad Shahzad
Caveat Emptor: The Risks of Using Big Data for Human Development. IEEE Technol. Soc. Mag. 38 (3) (2019)
Muhammad Atif, Siddique Latif, Rizwan Ahmad, Adnan Khalid Kiani, Junaid Qadir, Adeel Baig, Hisao Ishibuchi, Waseem Abbas
Soft Computing Techniques for Dependable Cyber-Physical Systems. IEEE Access 7 (2019)
Muhammad Usama, Muhammad Asim, Siddique Latif, Junaid Qadir, Ala I. Al-Fuqaha
Generative Adversarial Networks For Launching and Thwarting Adversarial Attacks on Network Intrusion Detection Systems. IWCMC (2019)
Rajib Rana, Siddique Latif, Sara Khalifa, Raja Jurdak, Julien Epps
Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion. CoRR (2019)
Zafar Iqbal, Adnan Qayyum, Siddique Latif, Junaid Qadir
Early Student Grade Prediction: An Empirical Study. ICACS (2019)
Siddique Latif, Junaid Qadir, Muhammad Bilal
Unsupervised Adversarial Domain Adaptation for Cross-Lingual Speech Emotion Recognition. ACII (2019)
Rajib Rana, Siddique Latif, Raj Gururajan, Anthony Gray, Geraldine Mackenzie, Gerald Michael Humphris, Jeff Dunn
Automated Screening for Distress: A Perspective for the Future. CoRR (2019)
Siddique Latif, Adnan Qayyum, Muhammad Usama, Junaid Qadir, Andrej J. Zwitter, Muhammad Shahzad
Caveat emptor: the risks of using big data for human development. CoRR (2019)
Fakhar ul Hassan, Anwaar Ali, Siddique Latif, Junaid Qadir, Salil S. Kanhere, Jatinder Singh, Jon Crowcroft
Blockchain And The Future of the Internet: A Comprehensive Review. CoRR (2019)
Thejan Rajapakshe, Rajib Rana, Siddique Latif, Sara Khalifa, Björn W. Schuller
Pre-training in Deep Reinforcement Learning for Automatic Speech Recognition. CoRR (2019)
Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Julien Epps
Direct Modelling of Speech Emotion from Raw Speech. CoRR (2019)
Kazi Nazmul Haque, Siddique Latif, Rajib Rana
Disentangled Representation Learning with Information Maximizing Autoencoder. CoRR (2019)
Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Julien Epps
Direct Modelling of Speech Emotion from Raw Speech. INTERSPEECH (2019)
Siddique Latif, Junaid Qadir, Muhammad Bilal
Unsupervised Adversarial Domain Adaptation for Cross-Lingual Speech Emotion Recognition. CoRR (2019)
Siddique Latif, Rajib Rana, Junaid Qadir
Adversarial Machine Learning And Speech Emotion Recognition: Utilizing Generative Adversarial Networks For Robustness. CoRR (2018)
Siddique Latif, Muhammad Asim, Muhammad Usman, Junaid Qadir, Rajib Rana
Automating Motion Correction in Multishot MRI Using Generative Adversarial Networks. CoRR (2018)
Siddique Latif, Adnan Qayyum, Muhammad U. Usman, Junaid Qadir
Cross Lingual Speech Emotion Recognition: Urdu vs. Western Languages. CoRR (2018)
Siddique Latif, Rajib Rana, Junaid Qadir, Julien Epps
Variational Autoencoders for Learning Latent Representations of Speech Emotion: A Preliminary Study. INTERSPEECH (2018)
Siddique Latif, Adnan Qayyum, Muhammad U. Usman, Junaid Qadir
Cross Lingual Speech Emotion Recognition: Urdu vs. Western Languages. FIT (2018)
Siddique Latif, Rajib Rana, Shahzad Younis, Junaid Qadir, Julien Epps
Cross Corpus Speech Emotion Classification- An Effective Transfer Learning Technique. CoRR (2018)
Siddique Latif, Rajib Rana, Shahzad Younis, Junaid Qadir, Julien Epps
Transfer Learning for Improving Speech Emotion Classification Accuracy. INTERSPEECH (2018)
Muhammad Usman Ilyas, Siddique Latif, Junaid Qadir
Using Deep Autoencoders for Facial Expression Recognition. CoRR (2018)
Siddique Latif, Muhammad Usman, Junaid Qadir, Rajib Rana
Abnormal Heartbeat Detection Using Recurrent Neural Networks. CoRR (2018)
Muhammad Aqib Javed, Muhammad Shahzad Younis, Siddique Latif, Junaid Qadir, Adeel Baig
Community detection in networks: A multidisciplinary review. J. Netw. Comput. Appl. 108 (2018)
Muhammad Atif, Siddique Latif, Rizwan Ahmad, Adnan Khalid Kiani, Junaid Qadir, Adeel Baig, Hisao Ishibuchi, Waseem Abbas
Soft Computing Techniques for Dependable Cyber-Physical Systems. CoRR (2018)
Adnan Qayyum, Zafar Gilani, Siddique Latif, Junaid Qadir, Jat Singh
Exploring Media Bias and Toxicity in South Asian Political Discourse. CoRR (2018)
Siddique Latif, Rajib Rana, Junaid Qadir, Julien Epps
Variational Autoencoders for Learning Latent Representations of Speech Emotion. CoRR (2017)
Siddique Latif, Junaid Qadir, Shahzad Farooq, Muhammad Ali Imran
How 5G (and concomitant technologies) will revolutionize healthcare. CoRR (2017)
Siddique Latif, Junaid Qadir, Shahzad Farooq, Muhammad Ali Imran
How 5G Wireless (and Concomitant Technologies) Will Revolutionize Healthcare? Future Internet 9 (4) (2017)