Voice Anti-spoofing
3개 벤치마크 · 논문 25편 · 이 태스크의 논문 보기 →
Benchmarks
Most implemented
An Empirical Study on Channel Effects for Synthetic Voice Spoofing Countermeasure Systems
One-class learning towards generalized voice spoofing detection
Speech Foundation Model Ensembles for the Controlled Singing Voice Deepfake Detection (CtrSVDD) Challenge 2024
Papers
Probabilistic Verification of Voice Anti-Spoofing Models
Recent advances in generative models have amplified the risk of malicious misuse of speech synthesis technologies, enabling adversaries to impersonate target speakers and access sensitive resources. Although speech deepf…
Voice Anti-spoofingDeepFake DetectionSpeech SynthesisShortcut Learning in Binary Classifier Black Boxes: Applications to Voice Anti-Spoofing and Biometrics
The widespread adoption of deep-learning models in data-driven applications has drawn attention to the potential risks associated with biased datasets and models. Neglected or hidden biases within datasets and models can…
Speaker VerificationVoice Anti-spoofingASVspoof2019 vs. ASVspoof5: Assessment and Comparison
ASVspoof challenges are designed to advance the understanding of spoofing speech attacks and encourage the development of robust countermeasure systems. These challenges provide a standardized database for assessing and …
Speaker VerificationVoice Anti-spoofingTandem spoofing-robust automatic speaker verification based on time-domain embeddings
Spoofing-robust automatic speaker verification (SASV) systems are a crucial technology for the protection against spoofed speech. In this study, we focus on logical access attacks and introduce a novel approach to SASV t…
Speaker VerificationVoice Anti-spoofingSpoofing-Robust Speaker Verification Based on Time-Domain Embedding
Spoofing-robust speaker verification technology serves to safeguard voice-based authentication systems from fraudulent attempts. Such a system should be capable of detecting spoofed voice segments and verifying voice seg…
Audio Deepfake DetectionDeepFake DetectionSpeaker VerificationSynthetic Speech Detection+1Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices
Voice authentication on IoT-enabled smart devices has gained prominence in recent years due to increasing concerns over user privacy and security. The current authentication systems are vulnerable to different voice-spoo…
Voice Anti-spoofingVoice Cloning