Siddique Latif

About Siddique Latif

Siddique Latif, With an exceptional h-index of 27 and a recent h-index of 27 (since 2020), a distinguished researcher at University of Southern Queensland, specializes in the field of (Deep) machine learning, Conversational AI, Representation Learning, Affective Computing, Speech.

His recent articles reflect a diverse array of research interests and contributions to the field:

Affective Computing and the Road to an Emotionally Intelligent Metaverse

MEDS-Net: Multi-encoder based self-distilled network with bidirectional maximum intensity projections fusion for lung nodule detection

MESAHA-Net: Multi-encoders based self-adaptive hard attention network with maximum intensity projections for lung nodule segmentation in CT scan

SSMD-UNet: Semi-supervised Multi-task Decoders Network for Diabetic Retinopathy Segmentation

Breaking Barriers: Can Multilingual Foundation Models Bridge the Gap in Cross-Language Speech Emotion Recognition?

Transformers in Speech Processing: A Survey

A Preliminary Study on Augmenting Speech Emotion Recognition using a Diffusion Model

Sparks of Large Audio Models: A Survey and Outlook

Siddique Latif Information

University

Position

Australia

Citations(all)

3076

Citations(since 2020)

2998

Cited By

888

hIndex(all)

27

hIndex(since 2020)

27

i10Index(all)

40

i10Index(since 2020)

40

Email

University Profile Page

Google Scholar

Siddique Latif Skills & Research Interests

(Deep) machine learning

Conversational AI

Representation Learning

Affective Computing

Speech

Top articles of Siddique Latif

Title

Journal

Author(s)

Publication Date

Affective Computing and the Road to an Emotionally Intelligent Metaverse

IEEE Open Journal of the Computer Society

Farrukh Pervez

Moazzam Shoukat

Muhammad Usama

Moid Sandhu

Siddique Latif

...

2024/4/18

MEDS-Net: Multi-encoder based self-distilled network with bidirectional maximum intensity projections fusion for lung nodule detection

Engineering Applications of Artificial Intelligence

Muhammad Usman

Azka Rehman

Abdullah Shahid

Siddique Latif

Yeong-Gil Shin

2024/3/1

MESAHA-Net: Multi-encoders based self-adaptive hard attention network with maximum intensity projections for lung nodule segmentation in CT scan

arXiv preprint arXiv:2304.01576

Muhammad Usman

Azka Rehman

Abdullah Shahid

Siddique Latif

Shi Sub Byon

...

2023/4/4

SSMD-UNet: Semi-supervised Multi-task Decoders Network for Diabetic Retinopathy Segmentation

Scientific Reports

Zahid Ullah

Muhammad Usman

Siddique Latif

Asifullah Khan

Jeonghwan Gwak

2023/6/5

Breaking Barriers: Can Multilingual Foundation Models Bridge the Gap in Cross-Language Speech Emotion Recognition?

Moazzam Shoukat

Muhammad Usama

Hafiz Shehbaz Ali

Siddique Latif

2023/11/21

Transformers in Speech Processing: A Survey

arXiv preprint arXiv:2303.11607

Siddique Latif

Aun Zaidi

Heriberto Cuayahuitl

Fahad Shamshad

Moazzam Shoukat

...

2023/3/21

A Preliminary Study on Augmenting Speech Emotion Recognition using a Diffusion Model

Ibrahim Malik

Siddique Latif

Raja Jurdak

Björn Schuller

2023/5/19

Sparks of Large Audio Models: A Survey and Outlook

Siddique Latif

Moazzam Shoukat

Fahad Shamshad

Muhammad Usama

Ren Yi

...

2023/8/24

Selective deeply supervised multi-scale attention network for brain tumor segmentation

Sensors

Azka Rehman

Muhammad Usman

Abdullah Shahid

Siddique Latif

Junaid Qadir

2023/2/20

Can Large Language Models Aid in Annotating Speech Emotional Data? Uncovering New Frontiers

arXiv preprint arXiv:2307.06090

Siddique Latif

Muhammad Usama

Mohammad Ibrahim Malik

Björn W Schuller

2023/7/12

Generative Emotional AI for Speech Emotion Recognition: The Case for Synthetic Emotional Speech Augmentation

Applied Acoustics 2023

Siddique Latif

Abdullah Shahid

Junaid Qadir

2023/5/5

Densely Attention Mechanism based Network for COVID-19 Detection in Chest X-rays

Scientific Reports

Zahid Ullah

Muhammad Usman

Siddique Latif

Jeonghwan Gwak

2023/1/6

Emotions beyond words: Non-speech audio emotion recognition with edge computing

arXiv preprint arXiv:2305.00725

Ibrahim Malik

Siddique Latif

Sanaullah Manzoor

Muhammad Usama

Junaid Qadir

...

2023/5/1

End-to-End Neural Text-to-Speech Model with Prosody Control

2023/7/6

Lightweight Toxicity Detection in Spoken Language: A Transformer-based Approach for Edge Devices

arXiv preprint arXiv:2304.11408

Ahlam Husni Abu Nada

Siddique Latif

Junaid Qadir

2023/4/22

Cross-Language Speech Emotion Recognition Using Multimodal Dual Attention Transformers

arXiv preprint arXiv:2306.13804

Syed Aun Muhammad Zaidi

Siddique Latif

Junaid Qadir

2023/6/23

Multi-task learning from Unlabelled Data to Improve Cross Language Speech Emotion Recognition

Hafiz Shehbaz Ali

Siddique Latif

2022/9

Deep representation learning for speech emotion recognition

Siddique Latif

2022/1/1

Multitask Learning from Augmented Auxiliary Data for Improving Speech Emotion Recognition

IEEE Transactions on Affective Computing

Siddique Latif

Rajib Rana

Sara Khalifa

Raja Jurdak

Björn W Schuller

2022/7/22

A Survey on Deep Reinforcement Learning for Audio-based Applications

Artificial Intelligence Review

Siddique Latif

Heriberto Cuayáhuitl

Farrukh Pervez

Fahad Shamshad

Hafiz Shehbaz Ali

...

2023/3

See List of Professors in Siddique Latif University(University of Southern Queensland)

Co-Authors

academic-engine