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audio deepfake detection

40 papers

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Papers

A Data-Driven Diffusion-based Approach for Audio Deepfake Explanations Interspeech 2025 Audio Deepfake Source Tracing using Multi-Attribute Open-Set Identification and Verification Interspeech 2025 Bona fide Cross Testing Reveals Weak Spot in Audio Deepfake Detection Systems Interspeech 2025 BRSpeech-DF: A Deep Fake Synthetic Speech Dataset for Portuguese Zero-Shot TTS EMNLP 2025 Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection NAACL 2025 Curved Worlds, Clear Boundaries: Generalizing Speech Deepfake Detection using Hyperbolic and Spherical Geometry Spaces IJCNLP 2025 Enhancing Audio Deepfake Detection by Improving Representation Similarity of Bonafide Speech Interspeech 2025 Few-Shot Speech Deepfake Detection Adaptation with Gaussian Processes Interspeech 2025 Generalizable Audio Deepfake Detection via Hierarchical Structure Learning and Feature Whitening in Poincaré sphere Interspeech 2025 IndicSynth: A Large-Scale Multilingual Synthetic Speech Dataset for Low-Resource Indian Languages ACL 2025 Investigating Prosodic Signatures via Speech Pre-Trained Models for Audio Deepfake Source Attribution ACL 2025 Open-Set Source Tracing of Audio Deepfake Systems Interspeech 2025 Region-Based Optimization in Continual Learning for Audio Deepfake Detection AAAI 2025 Rehearsal with Auxiliary-Informed Sampling for Audio Deepfake Detection Interspeech 2025 Replay Attacks Against Audio Deepfake Detection Interspeech 2025 Unmasking real-world audio deepfakes: A data-centric approach Interspeech 2025 Balance, Multiple Augmentation, and Re-synthesis: A Triad Training Strategy for Enhanced Audio Deepfake Detection Interspeech 2024 CodecFake: Enhancing Anti-Spoofing Models Against Deepfake Audios from Codec-Based Speech Synthesis Systems Interspeech 2024 Cross-Domain Audio Deepfake Detection: Dataset and Analysis EMNLP 2024 Exploring Self-supervised Embeddings and Synthetic Data Augmentation for Robust Audio Deepfake Detection Interspeech 2024 Generalized Source Tracing: Detecting Novel Audio Deepfake Algorithm with Real Emphasis and Fake Dispersion Strategy Interspeech 2024 Harder or Different? Understanding Generalization of Audio Deepfake Detection Interspeech 2024 Heterogeneity over Homogeneity: Investigating Multilingual Speech Pre-Trained Models for Detecting Audio Deepfake NAACL 2024 One-class learning with adaptive centroid shift for audio deepfake detection Interspeech 2024 Prompt Tuning for Audio Deepfake Detection: Computationally Efficient Test-time Domain Adaptation with Limited Target Dataset Interspeech 2024