Mohd Mujtaba Akhtar
13 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (29) 🌍 Conference Polyglot · Bronze 🤝 Dynamic Duo (13) 🗃️ Keyword Collector (70)
⚡
Prolific Year · Productive
🌈
Renaissance Researcher
(6)
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Deep Learning
(9)
Speech & Audio
(6)
Analysis
(6)
Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Learning Types · Deep Learning
(4)
Learning Types · Machine Learning
(4)
Architectures
(3)
Computer Vision
(2)
Models
(2)
Techniques
(2)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Keywords
speech emotion recognition
(4)
neural audio codec
(2)
synthetic speech detection
(2)
multi-task learning
(1)
optimal transport
(1)
self-supervised learning
(1)
transfer learning
(1)
speech synthesis
(1)
multimodal learning
(1)
emotion recognition
(1)
machine unlearning
(1)
geometric deep learning
(1)
model fusion
(1)
multi-armed bandit
(1)
pre-trained model
(1)
disentangled representation
(1)
attention mechanism
(1)
pre-trained representation
(1)
weight averaging
(1)
variational inference
(1)
Papers
Bridging Attribution and Open-Set Detection using Graph-Augmented Instance Learning in Synthetic Speech
EACL 2026
DIVINE : Coordinating Multimodal Disentangled Representations for Oro-Facial Neurological Disorder Assessment
EACL 2026
Prosody as Supervision: Bridging the Non-Verbal–Verbal for Multilingual Speech Emotion Recognition
ACL 2026
Curved Worlds, Clear Boundaries: Generalizing Speech Deepfake Detection using Hyperbolic and Spherical Geometry Spaces
IJCNLP 2025
HYFuse: Aligning Heterogeneous Speech Pre-Trained Representations in Hyperbolic Space for Speech Emotion Recognition
Interspeech 2025
Investigating the Reasonable Effectiveness of Speaker Pre-Trained Models and their Synergistic Power for SingMOS Prediction
Interspeech 2025
PARROT: Synergizing Mamba and Attention-based SSL Pre-Trained Models via Parallel Branch Hadamard Optimal Transport for Speech Emotion Recognition
Interspeech 2025
SNIFR : Boosting Fine-Grained Child Harmful Content Detection Through Audio-Visual Alignment with Cascaded Cross-Transformer
Interspeech 2025
Towards Attribution of Generators and Emotional Manipulation in Cross-Lingual Synthetic Speech using Geometric Learning
IJCNLP 2025
Towards Fusion of Neural Audio Codec-based Representations with Spectral for Heart Murmur Classification via Bandit-based Cross-Attention Mechanism
Interspeech 2025
Towards Machine Unlearning for Paralinguistic Speech Processing
Interspeech 2025
Towards Source Attribution of Singing Voice Deepfake with Multimodal Foundation Models
Interspeech 2025
NeuRO: an application for code-switched autism detection in children
Interspeech 2024