Muhammad Umar Farooq
5 papers · 2019–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Speech & Audio
(4)
Learning Types · Machine Learning
(4)
Recognition
(4)
Deep Learning
(2)
Application Areas
(2)
Architectures
(2)
Core Methods
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Natural Language Processing
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Resources & Methods
(1)
Keywords
acoustic model
(3)
multilingual speech recognition
(2)
cross-lingual transfer
(2)
model fusion
(2)
deep neural network
(2)
acoustic modeling
(2)
posterior distribution
(1)
low-resource language
(1)
hidden markov model
(1)
long short-term memory
(1)
language model
(1)
bidirectional lstm
(1)
multilingual learning
(1)
cross-lingual mapping
(1)
urdu language
(1)
long short-term memory network
(1)
low-resource speech recognition
(1)
phonetic similarity
(1)
thyroid nodule segmentation
(1)
acoustic model fusion
(1)
Papers
SSMT-Net: A Semi-Supervised Multitask Transformer-Based Network for Thyroid Nodule Segmentation in Ultrasound Images
WACV 2026
Learning Cross-lingual Mappings for Data Augmentation to Improve Low-Resource Speech Recognition
Interspeech 2023
Investigating the Impact of Crosslingual Acoustic-Phonetic Similarities on Multilingual Speech Recognition
Interspeech 2022
Non-Linear Pairwise Language Mappings for Low-Resource Multilingual Acoustic Model Fusion
Interspeech 2022
Improving Large Vocabulary Urdu Speech Recognition System Using Deep Neural Networks
Interspeech 2019