Ihsan Ayyub Qazi
7 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (16) 👥 Mega-Team · Squad
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Machine Learning
(6)
Application Areas
(5)
Learning Types · Machine Learning
(4)
Natural Language Processing
(3)
Deep Learning
(2)
Applications · Natural Language Processing
(2)
Core Methods
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Speech & Audio
(1)
Analysis
(1)
Applications · Data Science & Analytics
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Resources & Methods
(1)
Keywords
speaker verification
(2)
dataset pruning
(2)
active learning
(2)
text classification
(1)
self-supervised learning
(1)
knowledge distillation
(1)
speech synthesis
(1)
neural machine translation
(1)
multi-label classification
(1)
deepfake detection
(1)
uncertainty sampling
(1)
language model
(1)
data selection
(1)
data pruning
(1)
sentence embedding
(1)
multilingual classification
(1)
perplexity score
(1)
fake audio detection
(1)
voice onset time
(1)
automatic speaker verification
(1)
Papers
Language Model-Driven Data Pruning Enables Efficient Active Learning
EACL 2026
SemEval-2026 Task 9: Detecting Multilingual, Multicultural and Multievent Online Polarization
SemEval 2026
To Label or Not to Label: Hybrid Active Learning for Neural Machine Translation
COLING 2025
Deepfake Defense: Constructing and Evaluating a Specialized Urdu Deepfake Audio Dataset
ACL 2024
Self-Supervised Dataset Pruning for Efficient Training in Audio Anti-spoofing
Interspeech 2023
Dataset Pruning for Resource-constrained Spoofed Audio Detection
Interspeech 2022
Fake Audio Detection in Resource-Constrained Settings Using Microfeatures
Interspeech 2021