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Farhan Sheth

3 papers · 2025–2026 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver

Venues

IJCNLP (2) EACL (1)

Top co-authors

Girish (3) Mohd Mujtaba Akhtar (3) Muskaan Singh (3)

Research topics

Deep Learning (2) Machine Learning (2) Architectures (2) Learning Types (2) Computer Vision (1) Speech & Audio (1) Analysis · Computer Vision (1) Analysis · Speech & Audio (1) Models (1) Recognition (1)

Keywords

synthetic speech detection (2) multi-task learning (1) speech synthesis (1) emotion recognition (1) geometric deep learning (1) audio deepfake detection (1) spherical geometry (1) hyperbolic geometry (1) audio deepfake (1) speech foundation model (1) synthetic speech (1) pretrained speech encoder (1) riemannian barycenter (1) open-set detection (1) graph neural network (1) speech deepfake detection (1) speech manipulation (1) speech forensics (1) zero-shot learning (1) speech attribution (1)

Papers

Bridging Attribution and Open-Set Detection using Graph-Augmented Instance Learning in Synthetic Speech EACL 2026 Curved Worlds, Clear Boundaries: Generalizing Speech Deepfake Detection using Hyperbolic and Spherical Geometry Spaces IJCNLP 2025 Towards Attribution of Generators and Emotional Manipulation in Cross-Lingual Synthetic Speech using Geometric Learning IJCNLP 2025