Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Menglu, Zhang, Xiao-Ping, Zhao, Lian |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Survey on Speech Deepfake Detection
by: Li, Menglu, et al.
Published: (2024)
by: Li, Menglu, et al.
Published: (2024)
Interpretable Temporal Class Activation Representation for Audio Spoofing Detection
by: Li, Menglu, et al.
Published: (2024)
by: Li, Menglu, et al.
Published: (2024)
LENS-DF: Deepfake Detection and Temporal Localization for Long-Form Noisy Speech
by: Liu, Xuechen, et al.
Published: (2025)
by: Liu, Xuechen, et al.
Published: (2025)
Why Speech Deepfake Detectors Won't Generalize: The Limits of Detection in an Open World
by: Berisha, Visar, et al.
Published: (2025)
by: Berisha, Visar, et al.
Published: (2025)
Two Views, One Truth: Spectral and Self-Supervised Features Fusion for Robust Speech Deepfake Detection
by: Kheir, Yassine El, et al.
Published: (2025)
by: Kheir, Yassine El, et al.
Published: (2025)
DIN-CTS: Low-Complexity Depthwise-Inception Neural Network with Contrastive Training Strategy for Deepfake Speech Detection
by: Pham, Lam, et al.
Published: (2025)
by: Pham, Lam, et al.
Published: (2025)
One-Class Learning with Adaptive Centroid Shift for Audio Deepfake Detection
by: Kim, Hyun Myung, et al.
Published: (2024)
by: Kim, Hyun Myung, et al.
Published: (2024)
Every Breath You Don't Take: Deepfake Speech Detection Using Breath
by: Layton, Seth, et al.
Published: (2024)
by: Layton, Seth, et al.
Published: (2024)
Pitch Imperfect: Detecting Audio Deepfakes Through Acoustic Prosodic Analysis
by: Warren, Kevin, et al.
Published: (2025)
by: Warren, Kevin, et al.
Published: (2025)
Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation
by: Zhang, Kuiyuan, et al.
Published: (2024)
by: Zhang, Kuiyuan, et al.
Published: (2024)
Gumbel Rao Monte Carlo based Bi-Modal Neural Architecture Search for Audio-Visual Deepfake Detection
by: PN, Aravinda Reddy, et al.
Published: (2024)
by: PN, Aravinda Reddy, et al.
Published: (2024)
VoiceWukong: Benchmarking Deepfake Voice Detection
by: Yan, Ziwei, et al.
Published: (2024)
by: Yan, Ziwei, et al.
Published: (2024)
Zero-Query Adversarial Attack on Black-box Automatic Speech Recognition Systems
by: Fang, Zheng, et al.
Published: (2024)
by: Fang, Zheng, et al.
Published: (2024)
Towards Generalized Source Tracing for Codec-Based Deepfake Speech
by: Chen, Xuanjun, et al.
Published: (2025)
by: Chen, Xuanjun, et al.
Published: (2025)
PITCH: AI-assisted Tagging of Deepfake Audio Calls using Challenge-Response
by: Mittal, Govind, et al.
Published: (2024)
by: Mittal, Govind, et al.
Published: (2024)
Cross-Technology Generalization in Synthesized Speech Detection: Evaluating AST Models with Modern Voice Generators
by: Ustinov, Andrew, et al.
Published: (2025)
by: Ustinov, Andrew, et al.
Published: (2025)
Privacy in Speech Technology
by: Bäckström, Tom
Published: (2023)
by: Bäckström, Tom
Published: (2023)
CLAD: Robust Audio Deepfake Detection Against Manipulation Attacks with Contrastive Learning
by: Wu, Haolin, et al.
Published: (2024)
by: Wu, Haolin, et al.
Published: (2024)
Hybrid Audio Detection Using Fine-Tuned Audio Spectrogram Transformers: A Dataset-Driven Evaluation of Mixed AI-Human Speech
by: Huang, Kunyang, et al.
Published: (2025)
by: Huang, Kunyang, et al.
Published: (2025)
An RFP dataset for Real, Fake, and Partially fake audio detection
by: AlAli, Abdulazeez, et al.
Published: (2024)
by: AlAli, Abdulazeez, et al.
Published: (2024)
MerkleSpeech: Public-Key Verifiable, Chunk-Localised Speech Provenance via Perceptual Fingerprints and Merkle Commitments
by: Ono, Tatsunori
Published: (2026)
by: Ono, Tatsunori
Published: (2026)
Lightweight Protection for Privacy in Offloaded Speech Understanding
by: Cai, Dongqi
Published: (2024)
by: Cai, Dongqi
Published: (2024)
Adversarial Attacks and Defenses for Speech Recognition Systems
by: Żelasko, Piotr, et al.
Published: (2021)
by: Żelasko, Piotr, et al.
Published: (2021)
DeePen: Penetration Testing for Audio Deepfake Detection
by: Müller, Nicolas, et al.
Published: (2025)
by: Müller, Nicolas, et al.
Published: (2025)
WaLi: Can Pressure Sensors in HVAC Systems Capture Human Speech?
by: Tamiti, Tarikul Islam, et al.
Published: (2025)
by: Tamiti, Tarikul Islam, et al.
Published: (2025)
SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking
by: Yao, Lingfeng, et al.
Published: (2025)
by: Yao, Lingfeng, et al.
Published: (2025)
Acoustic Simulation Framework for Multi-channel Replay Speech Detection
by: Neri, Michael, et al.
Published: (2025)
by: Neri, Michael, et al.
Published: (2025)
Speech privacy-preserving methods using secret key for convolutional neural network models and their robustness evaluation
by: Niwa, Shoko, et al.
Published: (2024)
by: Niwa, Shoko, et al.
Published: (2024)
VocalCrypt: Novel Active Defense Against Deepfake Voice Based on Masking Effect
by: Fei, Qingyuan, et al.
Published: (2025)
by: Fei, Qingyuan, et al.
Published: (2025)
Benchmarking Fake Voice Detection in the Fake Voice Generation Arms Race
by: Mao, Xutao, et al.
Published: (2025)
by: Mao, Xutao, et al.
Published: (2025)
Towards the Development of a Real-Time Deepfake Audio Detection System in Communication Platforms
by: Mathew, Jonat John, et al.
Published: (2024)
by: Mathew, Jonat John, et al.
Published: (2024)
SafeEar: Content Privacy-Preserving Audio Deepfake Detection
by: Li, Xinfeng, et al.
Published: (2024)
by: Li, Xinfeng, et al.
Published: (2024)
Your Microphone Array Retains Your Identity: A Robust Voice Liveness Detection System for Smart Speakers
by: Meng, Yan, et al.
Published: (2025)
by: Meng, Yan, et al.
Published: (2025)
A Preliminary Case Study on Long-Form In-the-Wild Audio Spoofing Detection
by: Liu, Xuechen, et al.
Published: (2024)
by: Liu, Xuechen, et al.
Published: (2024)
TriniMark: A Robust Generative Speech Watermarking Method for Trinity-Level Traceability
by: Li, Yue, et al.
Published: (2025)
by: Li, Yue, et al.
Published: (2025)
Audio-Visual Deepfake Detection With Local Temporal Inconsistencies
by: Astrid, Marcella, et al.
Published: (2025)
by: Astrid, Marcella, et al.
Published: (2025)
A Universal Identity Backdoor Attack against Speaker Verification based on Siamese Network
by: Zhao, Haodong, et al.
Published: (2023)
by: Zhao, Haodong, et al.
Published: (2023)
The Man Behind the Sound: Demystifying Audio Private Attribute Profiling via Multimodal Large Language Model Agents
by: Wang, Lixu, et al.
Published: (2025)
by: Wang, Lixu, et al.
Published: (2025)
SuperEar: Eavesdropping on Mobile Voice Calls via Stealthy Acoustic Metamaterials
by: Ning, Zhiyuan, et al.
Published: (2025)
by: Ning, Zhiyuan, et al.
Published: (2025)
Phoneme-Based Proactive Anti-Eavesdropping with Controlled Recording Privilege
by: Huang, Peng, et al.
Published: (2024)
by: Huang, Peng, et al.
Published: (2024)
Similar Items
-
A Survey on Speech Deepfake Detection
by: Li, Menglu, et al.
Published: (2024) -
Interpretable Temporal Class Activation Representation for Audio Spoofing Detection
by: Li, Menglu, et al.
Published: (2024) -
LENS-DF: Deepfake Detection and Temporal Localization for Long-Form Noisy Speech
by: Liu, Xuechen, et al.
Published: (2025) -
Why Speech Deepfake Detectors Won't Generalize: The Limits of Detection in an Open World
by: Berisha, Visar, et al.
Published: (2025) -
Two Views, One Truth: Spectral and Self-Supervised Features Fusion for Robust Speech Deepfake Detection
by: Kheir, Yassine El, et al.
Published: (2025)