SOTAVerified

Speaker Verification

Speaker verification is the verifying the identity of a person from characteristics of the voice.

( Image credit: Contrastive-Predictive-Coding-PyTorch )

Papers

Showing 2650 of 746 papers

TitleStatusHype
Channel-wise Gated Res2Net: Towards Robust Detection of Synthetic Speech AttacksCode1
DS-TDNN: Dual-stream Time-delay Neural Network with Global-aware Filter for Speaker VerificationCode1
Crossed-Time Delay Neural Network for Speaker RecognitionCode1
Cross-Age Speaker Verification: Learning Age-Invariant Speaker EmbeddingsCode1
From Speaker Verification to Multispeaker Speech Synthesis, Deep Transfer with Feedback ConstraintCode1
Automatic speaker verification spoofing and deepfake detection using wav2vec 2.0 and data augmentationCode1
Dynamically Mitigating Data Discrepancy with Balanced Focal Loss for Replay Attack DetectionCode1
Evaluation of Speech Representations for MOS predictionCode1
Deep multi-metric learning for text-independent speaker verificationCode1
DeID-VC: Speaker De-identification via Zero-shot Pseudo Voice ConversionCode1
An initial investigation on optimizing tandem speaker verification and countermeasure systems using reinforcement learningCode1
An Unsupervised Autoregressive Model for Speech Representation LearningCode1
A Fully Tensorized Recurrent Neural NetworkCode1
A Speaker Verification Backend with Robust Performance across ConditionsCode1
ASVspoof 2021: Automatic Speaker Verification Spoofing and Countermeasures Challenge Evaluation PlanCode1
DropClass and DropAdapt: Dropping classes for deep speaker representation learningCode1
ASVspoof 2019: Future Horizons in Spoofed and Fake Audio DetectionCode1
Diff-SV: A Unified Hierarchical Framework for Noise-Robust Speaker Verification Using Score-Based Diffusion Probabilistic ModelsCode1
Attention Back-end for Automatic Speaker Verification with Multiple Enrollment UtterancesCode1
Efficient Attention Branch Network with Combined Loss Function for Automatic Speaker Verification Spoof DetectionCode1
End-to-end anti-spoofing with RawNet2Code1
Bias in Automated Speaker RecognitionCode1
Backdoor Attack against Speaker VerificationCode1
Bts-e: Audio deepfake detection using breathing-talking-silence encoderCode1
An Empirical Study on Channel Effects for Synthetic Voice Spoofing Countermeasure SystemsCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Multi Task SSLEER1.98Unverified
2ReDimNet-B0-LM (1.0M)EER1.16Unverified
3TitanNet -SEER1.15Unverified
4ReDimNet-B0-LM-ASNorm (1.0M)EER1.07Unverified
5SpeechNASEER1.02Unverified
6ReDimNet-B1-LM (2.2M)EER0.85Unverified
7TitanNet -MEER0.81Unverified
8ReDimNet-B1-LM-ASNorm (2.2M)EER0.73Unverified
9TitanNet -LEER0.68Unverified
10ReDimNet-B2-SF2-LM (4.7M)EER0.57Unverified
#ModelMetricClaimedVerifiedStatus
1Fine-tuned HuBERT LargeEER2.36Unverified
2ReDimNet-B0-LM (1.0M)EER1.16Unverified
3ReDimNet-B0-LM-ASNorm (1.0M)EER1.07Unverified
4SpeechNASEER1.02Unverified
5ReDimNet-B1-LM (2.2M)EER0.85Unverified
6ReDimNet-B1-LM-ASNorm (2.2M)EER0.73Unverified
7ReDimNet-B2-SF2-LM (4.7M)EER0.57Unverified
8ReDimNet-B2-SF2-LM-ASNorm (4.7M)EER0.52Unverified
9ReDimNet-B4-LM (6.3M)EER0.51Unverified
10ReDimNet-B3-LM (3.0M)EER0.5Unverified
#ModelMetricClaimedVerifiedStatus
1GE2ECosine EER3.55Unverified
2Cosine EER2.38Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet with Attention BackendEER10.77Unverified
2X-Vectors with Attention BackendEER10.12Unverified
#ModelMetricClaimedVerifiedStatus
1ECAPA-TDNNminDCF0Unverified
#ModelMetricClaimedVerifiedStatus
1ECAPA2Test EER0.01Unverified
#ModelMetricClaimedVerifiedStatus
1ECAPA2Test EER0Unverified
#ModelMetricClaimedVerifiedStatus
1ECAPA2Test EER0.03Unverified
#ModelMetricClaimedVerifiedStatus
1ECAPA2Test EER0.02Unverified
#ModelMetricClaimedVerifiedStatus
1ECAPA2Test EER0.08Unverified
#ModelMetricClaimedVerifiedStatus
1ECAPA2Test EER0.04Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet-50EER100Unverified