SOTAVerified

Voice Anti-spoofing

Discriminate genuine speech and spoofing attacks

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–23 of 23 papers

TitleStatusHype
ASVspoof2019 vs. ASVspoof5: Assessment and ComparisonCode0
Tandem spoofing-robust automatic speaker verification based on time-domain embeddings—0
Spoofing-Robust Speaker Verification Based on Time-Domain Embedding—0
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices—0
Speech Foundation Model Ensembles for the Controlled Singing Voice Deepfake Detection (CtrSVDD) Challenge 2024Code2
Easy, Interpretable, Effective: openSMILE for voice deepfake detection—0
Exploring Green AI for Audio Deepfake DetectionCode0
LRPD: Large Replay Parallel DatasetCode0
Complex-valued neural networks for voice anti-spoofing—0
Cross-modal information fusion for voice spoofing detectionCode1
SAMO: Speaker Attractor Multi-Center One-Class Learning for Voice Anti-SpoofingCode1
RawBoost: A Raw Data Boosting and Augmentation Method applied to Automatic Speaker Verification Anti-SpoofingCode1
AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention NetworksCode1
FastAudio: A Learnable Audio Front-End for Spoof Speech DetectionCode1
Efficient Attention Branch Network with Combined Loss Function for Automatic Speaker Verification Spoof DetectionCode1
Visualizing Classifier Adjacency Relations: A Case Study in Speaker Verification and Voice Anti-SpoofingCode0
An Initial Investigation for Detecting Partially Spoofed Audio—0
An Empirical Study on Channel Effects for Synthetic Voice Spoofing Countermeasure SystemsCode1
Data Quality as Predictor of Voice Anti-Spoofing Generalization—0
ASVspoof 2019: spoofing countermeasures for the detection of synthesized, converted and replayed speech—0
One-class learning towards generalized voice spoofing detectionCode1
Spoof detection using time-delay shallow neural network and feature switchingCode0
ReMASC: Realistic Replay Attack Corpus for Voice Controlled SystemsCode1
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All datasetsASVspoof 2019 - LAASVspoof2019ASVspoof 2019 - PA

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PMF-based time embeddingEER9.87—Unverified
2GDEER9.68—Unverified
3LFCC&Face+SE-DenseNet+A-softmaxEER2.73—Unverified
4OCSoftmax+GDEER2.62—Unverified
5GREEN-SSL-SVMEER0.9—Unverified
6AASISTEER0.83—Unverified
7Spoofing-robust speaker verificationmin t-dcf0.26—Unverified
8ECAPA-TDNNminDCF0—Unverified
#ModelMetricClaimedVerifiedStatus
1FastAudioEER1.54—Unverified
#ModelMetricClaimedVerifiedStatus
1CQT&Face+SE-Res2Net+log-softmaxEER0.85—Unverified