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 101150 of 746 papers

TitleStatusHype
MultiSV: Dataset for Far-Field Multi-Channel Speaker VerificationCode1
Can spoofing countermeasure and speaker verification systems be jointly optimised?Code0
rVAD: An Unsupervised Segment-Based Robust Voice Activity Detection MethodCode0
Scalable Factorized Hierarchical Variational Autoencoder TrainingCode0
Robust Channel Learning for Large-Scale Radio Speaker VerificationCode0
Real Additive Margin Softmax for Speaker VerificationCode0
Adversarial Attacks on GMM i-vector based Speaker Verification SystemsCode0
Adversarial Attacks on Spoofing Countermeasures of automatic speaker verificationCode0
Pushing the Performance of Synthetic Speech Detection with Kolmogorov-Arnold Networks and Self-Supervised Learning ModelsCode0
Personal VAD: Speaker-Conditioned Voice Activity DetectionCode0
PL-EESR: Perceptual Loss Based END-TO-END Robust Speaker Representation ExtractionCode0
An Enhanced Res2Net with Local and Global Feature Fusion for Speaker VerificationCode0
PAS: Partial Additive Speech Data Augmentation Method for Noise Robust Speaker VerificationCode0
PSVRF: Learning to restore Pitch-Shifted Voice without referenceCode0
On the potential of jointly-optimised solutions to spoofing attack detection and automatic speaker verificationCode0
On the Detection of Adaptive Adversarial Attacks in Speaker Verification SystemsCode0
An attention-based backend allowing efficient fine-tuning of transformer models for speaker verificationCode0
Inconsistency Ranking-based Noisy Label Detection for High-quality DataCode0
Multi-task learning improves synthetic speech detectionCode0
Analyzing Speaker Information in Self-Supervised Models to Improve Zero-Resource Speech ProcessingCode0
Attentive Filtering Networks for Audio Replay Attack DetectionCode0
Attention-Based Models for Text-Dependent Speaker VerificationCode0
Robust speaker recognition using unsupervised adversarial invarianceCode0
RoDia: A New Dataset for Romanian Dialect Identification from SpeechCode0
Multi-Dataset Co-Training with Sharpness-Aware Optimization for Audio Anti-spoofingCode0
Multiobjective Optimization Training of PLDA for Speaker VerificationCode0
Noise Invariant Frame Selection: A Simple Method to Address the Background Noise Problem for Text-independent Speaker VerificationCode0
Pairwise Similarity Learning is SimPLECode0
Analysis of impact of emotions on target speech extraction and speech separationCode0
Listen and Speak Fairly: A Study on Semantic Gender Bias in Speech Integrated Large Language ModelsCode0
a-DCF: an architecture agnostic metric with application to spoofing-robust speaker verificationCode0
Long-term Conversation Analysis: Exploring Utility and PrivacyCode0
Learning Speaker Embedding with Momentum ContrastCode0
Learning Repeatable Speech Embeddings Using An Intra-class Correlation RegularizerCode0
Learning Speaker Embedding from Text-to-SpeechCode0
Malafide: a novel adversarial convolutive noise attack against deepfake and spoofing detection systemsCode0
ASVspoof2019 vs. ASVspoof5: Assessment and ComparisonCode0
The effect of speech pathology on automatic speaker verification -- a large-scale studyCode0
KunquDB: An Attempt for Speaker Verification in the Chinese Opera ScenarioCode0
Integrated Parameter-Efficient Tuning for General-Purpose Audio ModelsCode0
Laugh Betrays You? Learning Robust Speaker Representation From Speech Containing Non-Verbal FragmentsCode0
Haha-Pod: An Attempt for Laughter-based Non-Verbal Speaker VerificationCode0
A study of the robustness of raw waveform based speaker embeddings under mismatched conditionsCode0
Aicyber at SemEval-2016 Task 4: i-vector based sentence representationCode0
Improving fairness in speaker verification via Group-adapted Fusion NetworkCode0
Masked Proxy Loss For Text-Independent Speaker VerificationCode0
A Speaker Verification Backend for Improved Calibration Performance across Varying ConditionsCode0
Feature Enhancement with Deep Feature Losses for Speaker VerificationCode0
FDN: Finite Difference Network with Hierarchical Convolutional Features for Text-independent Speaker VerificationCode0
ConvNeXt Based Neural Network for Audio Anti-SpoofingCode0
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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