SOTAVerified

Voice Anti-spoofing

Discriminate genuine speech and spoofing attacks

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–23 of 23 papers

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