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 176200 of 746 papers

TitleStatusHype
ASVspoof 5: Crowdsourced Speech Data, Deepfakes, and Adversarial Attacks at Scale0
Supervised and Unsupervised Alignments for Spoofing Behavioral Biometrics0
Automatic Voice Identification after Speech Resynthesis using PPG0
ELP-Adapters: Parameter Efficient Adapter Tuning for Various Speech Processing Tasks0
Optimization of DNN-based speaker verification model through efficient quantization technique0
Phonetic Richness for Improved Automatic Speaker Verification0
Listen and Speak Fairly: A Study on Semantic Gender Bias in Speech Integrated Large Language ModelsCode0
Speech After Gender: A Trans-Feminine Perspective on Next Steps for Speech Science and Technology0
Optimizing a-DCF for Spoofing-Robust Speaker Verification0
GMM-ResNext: Combining Generative and Discriminative Models for Speaker Verification0
Codec-ASR: Training Performant Automatic Speech Recognition Systems with Discrete Speech Representations0
Application of ASV for Voice Identification after VC and Duration Predictor Improvement in TTS Models0
CEC: A Noisy Label Detection Method for Speaker Recognition0
Self-Distillation Prototypes Network: Learning Robust Speaker Representations without Supervision0
Imperceptible Rhythm Backdoor Attacks: Exploring Rhythm Transformation for Embedding Undetectable Vulnerabilities on Speech Recognition0
Robust Channel Learning for Large-Scale Radio Speaker VerificationCode0
Refining Self-Supervised Learnt Speech Representation using Brain Activations0
Source -Free Domain Adaptation for Speaker Verification in Data-Scarce Languages and Noisy Channels0
To what extent can ASV systems naturally defend against spoofing attacks?0
Towards Lightweight Speaker Verification via Adaptive Neural Network Quantization0
The Database and Benchmark for the Source Speaker Tracing Challenge 20240
Neural Codec-based Adversarial Sample Detection for Speaker Verification0
ERes2NetV2: Boosting Short-Duration Speaker Verification Performance with Computational Efficiency0
Towards Supervised Performance on Speaker Verification with Self-Supervised Learning by Leveraging Large-Scale ASR ModelsCode0
TinySV: Speaker Verification in TinyML with On-device Learning0
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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