MFAAN: Unveiling Audio Deepfakes with a Multi-Feature Authenticity Network
Fuente:
arXiv
Saved in:
| Main Authors: | Krishnan, Karthik Sivarama, Krishnan, Koushik Sivarama |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Physics-Guided Deepfake Detection for Voice Authentication Systems
by: Mohammadi, Alireza, et al.
Published: (2025)
by: Mohammadi, Alireza, et al.
Published: (2025)
Does Current Deepfake Audio Detection Model Effectively Detect ALM-based Deepfake Audio?
by: Xie, Yuankun, et al.
Published: (2024)
by: Xie, Yuankun, et al.
Published: (2024)
Deepfake Audio Detection Using Spectrogram-based Feature and Ensemble of Deep Learning Models
by: Pham, Lam, et al.
Published: (2024)
by: Pham, Lam, et al.
Published: (2024)
Multi-Speaker Conversational Audio Deepfake: Taxonomy, Dataset and Pilot Study
by: Ahmed, Alabi, et al.
Published: (2026)
by: Ahmed, Alabi, et al.
Published: (2026)
Retrieval-Augmented Audio Deepfake Detection
by: Kang, Zuheng, et al.
Published: (2024)
by: Kang, Zuheng, et al.
Published: (2024)
Replay Attacks Against Audio Deepfake Detection
by: Müller, Nicolas, et al.
Published: (2025)
by: Müller, Nicolas, et al.
Published: (2025)
Audio Deepfake Attribution: An Initial Dataset and Investigation
by: Yan, Xinrui, et al.
Published: (2022)
by: Yan, Xinrui, et al.
Published: (2022)
The Codecfake Dataset and Countermeasures for the Universally Detection of Deepfake Audio
by: Xie, Yuankun, et al.
Published: (2024)
by: Xie, Yuankun, et al.
Published: (2024)
Harder or Different? Understanding Generalization of Audio Deepfake Detection
by: Müller, Nicolas M., et al.
Published: (2024)
by: Müller, Nicolas M., et al.
Published: (2024)
Cross-Domain Audio Deepfake Detection: Dataset and Analysis
by: Li, Yuang, et al.
Published: (2024)
by: Li, Yuang, et al.
Published: (2024)
HierCon: Hierarchical Contrastive Attention for Audio Deepfake Detection
by: Liang, Zhili Nicholas, et al.
Published: (2026)
by: Liang, Zhili Nicholas, et al.
Published: (2026)
Audio Deepfake Detection in the Age of Advanced Text-to-Speech models
by: Singh, Robin, et al.
Published: (2026)
by: Singh, Robin, et al.
Published: (2026)
Codecfake: An Initial Dataset for Detecting LLM-based Deepfake Audio
by: Lu, Yi, et al.
Published: (2024)
by: Lu, Yi, et al.
Published: (2024)
Region-Based Optimization in Continual Learning for Audio Deepfake Detection
by: Chen, Yujie, et al.
Published: (2024)
by: Chen, Yujie, et al.
Published: (2024)
BanglaFake: Constructing and Evaluating a Specialized Bengali Deepfake Audio Dataset
by: Fahad, Istiaq Ahmed, et al.
Published: (2025)
by: Fahad, Istiaq Ahmed, et al.
Published: (2025)
Unveiling Audio Deepfake Origins: A Deep Metric learning And Conformer Network Approach With Ensemble Fusion
by: Kulkarni, Ajinkya, et al.
Published: (2025)
by: Kulkarni, Ajinkya, et al.
Published: (2025)
Reject Threshold Adaptation for Open-Set Model Attribution of Deepfake Audio
by: Yan, Xinrui, et al.
Published: (2024)
by: Yan, Xinrui, et al.
Published: (2024)
SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection
by: Zhu, Yi, et al.
Published: (2024)
by: Zhu, Yi, et al.
Published: (2024)
IndieFake Dataset: A Benchmark Dataset for Audio Deepfake Detection
by: Kumar, Abhay, et al.
Published: (2025)
by: Kumar, Abhay, et al.
Published: (2025)
I Can Hear You: Selective Robust Training for Deepfake Audio Detection
by: Zhang, Zirui, et al.
Published: (2024)
by: Zhang, Zirui, et al.
Published: (2024)
AFSS: Artifact-Focused Self-Synthesis for Mitigating Bias in Audio Deepfake Detection
by: Nguyen-Le, Hai-Son, et al.
Published: (2026)
by: Nguyen-Le, Hai-Son, et al.
Published: (2026)
HyperPotter: Spell the Charm of High-Order Interactions in Audio Deepfake Detection
by: Wen, Qing, et al.
Published: (2026)
by: Wen, Qing, et al.
Published: (2026)
A Multi-Stream Fusion Approach with One-Class Learning for Audio-Visual Deepfake Detection
by: Lee, Kyungbok, et al.
Published: (2024)
by: Lee, Kyungbok, et al.
Published: (2024)
Generalized Source Tracing: Detecting Novel Audio Deepfake Algorithm with Real Emphasis and Fake Dispersion Strategy
by: Xie, Yuankun, et al.
Published: (2024)
by: Xie, Yuankun, et al.
Published: (2024)
Phoneme-Level Feature Discrepancies: A Key to Detecting Sophisticated Speech Deepfakes
by: Zhang, Kuiyuan, et al.
Published: (2024)
by: Zhang, Kuiyuan, et al.
Published: (2024)
Quantum-Trained Convolutional Neural Network for Deepfake Audio Detection
by: Lin, Chu-Hsuan Abraham, et al.
Published: (2024)
by: Lin, Chu-Hsuan Abraham, et al.
Published: (2024)
Perceptual Musical Features for Interpretable Audio Tagging
by: Lyberatos, Vassilis, et al.
Published: (2023)
by: Lyberatos, Vassilis, et al.
Published: (2023)
Exploring Finetuned Audio-LLM on Heart Murmur Features
by: Florea, Adrian, et al.
Published: (2025)
by: Florea, Adrian, et al.
Published: (2025)
SLAP: Scalable Language-Audio Pretraining with Variable-Duration Audio and Multi-Objective Training
by: Mei, Xinhao, et al.
Published: (2026)
by: Mei, Xinhao, et al.
Published: (2026)
Unveiling Visual Biases in Audio-Visual Localization Benchmarks
by: Chen, Liangyu, et al.
Published: (2024)
by: Chen, Liangyu, et al.
Published: (2024)
AASIST3: KAN-Enhanced AASIST Speech Deepfake Detection using SSL Features and Additional Regularization for the ASVspoof 2024 Challenge
by: Borodin, Kirill, et al.
Published: (2024)
by: Borodin, Kirill, et al.
Published: (2024)
Temporal Variability and Multi-Viewed Self-Supervised Representations to Tackle the ASVspoof5 Deepfake Challenge
by: Xie, Yuankun, et al.
Published: (2024)
by: Xie, Yuankun, et al.
Published: (2024)
DeePen: Penetration Testing for Audio Deepfake Detection
by: Müller, Nicolas, et al.
Published: (2025)
by: Müller, Nicolas, et al.
Published: (2025)
Human Perception of Audio Deepfakes
by: Müller, Nicolas M., et al.
Published: (2021)
by: Müller, Nicolas M., et al.
Published: (2021)
RBA-FE: A Robust Brain-Inspired Audio Feature Extractor for Depression Diagnosis
by: Wu, Yu-Xuan, et al.
Published: (2025)
by: Wu, Yu-Xuan, et al.
Published: (2025)
Task-Specific Audio Coding for Machines: Machine-Learned Latent Features Are Codes for That Machine
by: Kuznetsova, Anastasia, et al.
Published: (2025)
by: Kuznetsova, Anastasia, et al.
Published: (2025)
A New Approach to Voice Authenticity
by: Müller, Nicolas M., et al.
Published: (2024)
by: Müller, Nicolas M., et al.
Published: (2024)
SingFake: Singing Voice Deepfake Detection
by: Zang, Yongyi, et al.
Published: (2023)
by: Zang, Yongyi, et al.
Published: (2023)
Deepfake Detection of Singing Voices With Whisper Encodings
by: Sharma, Falguni, et al.
Published: (2025)
by: Sharma, Falguni, et al.
Published: (2025)
AND: Audio Network Dissection for Interpreting Deep Acoustic Models
by: Wu, Tung-Yu, et al.
Published: (2024)
by: Wu, Tung-Yu, et al.
Published: (2024)
Similar Items
-
Physics-Guided Deepfake Detection for Voice Authentication Systems
by: Mohammadi, Alireza, et al.
Published: (2025) -
Does Current Deepfake Audio Detection Model Effectively Detect ALM-based Deepfake Audio?
by: Xie, Yuankun, et al.
Published: (2024) -
Deepfake Audio Detection Using Spectrogram-based Feature and Ensemble of Deep Learning Models
by: Pham, Lam, et al.
Published: (2024) -
Multi-Speaker Conversational Audio Deepfake: Taxonomy, Dataset and Pilot Study
by: Ahmed, Alabi, et al.
Published: (2026) -
Retrieval-Augmented Audio Deepfake Detection
by: Kang, Zuheng, et al.
Published: (2024)