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 151200 of 746 papers

TitleStatusHype
Aicyber at SemEval-2016 Task 4: i-vector based sentence representationCode0
Malafide: a novel adversarial convolutive noise attack against deepfake and spoofing detection systemsCode0
Masked Proxy Loss For Text-Independent Speaker VerificationCode0
Multiobjective Optimization Training of PLDA for Speaker VerificationCode0
On the potential of jointly-optimised solutions to spoofing attack detection and automatic speaker verificationCode0
SIG-VC: A Speaker Information Guided Zero-shot Voice Conversion System for Both Human Beings and MachinesCode0
A Speaker Verification Backend for Improved Calibration Performance across Varying ConditionsCode0
Listen and Speak Fairly: A Study on Semantic Gender Bias in Speech Integrated Large Language ModelsCode0
Segment Aggregation for short utterances speaker verification using raw waveformsCode0
Learning Speaker Embedding with Momentum ContrastCode0
Learning Repeatable Speech Embeddings Using An Intra-class Correlation RegularizerCode0
Learning Speaker Embedding from Text-to-SpeechCode0
Long-term Conversation Analysis: Exploring Utility and PrivacyCode0
Advanced Signal Analysis in Detecting Replay Attacks for Automatic Speaker Verification SystemsCode0
ConvNeXt Based Neural Network for Audio Anti-SpoofingCode0
The effect of speech pathology on automatic speaker verification -- a large-scale studyCode0
Improving fairness in speaker verification via Group-adapted Fusion NetworkCode0
Integrated Parameter-Efficient Tuning for General-Purpose Audio ModelsCode0
KunquDB: An Attempt for Speaker Verification in the Chinese Opera ScenarioCode0
Contrastive Predictive Coding Based Feature for Automatic Speaker VerificationCode0
Haha-Pod: An Attempt for Laughter-based Non-Verbal Speaker VerificationCode0
ACA-Net: Towards Lightweight Speaker Verification using Asymmetric Cross AttentionCode0
Laugh Betrays You? Learning Robust Speaker Representation From Speech Containing Non-Verbal FragmentsCode0
ASVspoof2019 vs. ASVspoof5: Assessment and ComparisonCode0
FAtNet: Cost-Effective Approach Towards Mitigating the Linguistic Bias in Speaker Verification SystemsCode0
FDN: Finite Difference Network with Hierarchical Convolutional Features for Text-independent Speaker VerificationCode0
Exploring the Encoding Layer and Loss Function in End-to-End Speaker and Language Recognition SystemCode0
Feature Enhancement with Deep Feature Losses for Speaker VerificationCode0
EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and IdentificationCode0
End-to-End Text-Dependent Speaker VerificationCode0
ChildAugment: Data Augmentation Methods for Zero-Resource Children's Speaker VerificationCode0
ECAPA-TDNN for Multi-speaker Text-to-speech SynthesisCode0
Adversarial Disentanglement of Speaker Representation for Attribute-Driven Privacy PreservationCode0
Deep Residual Neural Networks for Audio Spoofing DetectionCode0
CBW: Towards Dataset Ownership Verification for Speaker Verification via Clustering-based Backdoor WatermarkingCode0
3D Convolutional Neural Networks for Cross Audio-Visual Matching RecognitionCode0
Can We Use Speaker Recognition Technology to Attack Itself? Enhancing Mimicry Attacks Using Automatic Target Speaker Selection0
An objective evaluation of the effects of recording conditions and speaker characteristics in multi-speaker deep neural speech synthesis0
CA-MHFA: A Context-Aware Multi-Head Factorized Attentive Pooling for SSL-Based Speaker Verification0
CAARMA: Class Augmentation with Adversarial Mixup Regularization0
An Investigation of Reprogramming for Cross-Language Adaptation in Speaker Verification Systems0
Adversarial defense for automatic speaker verification by cascaded self-supervised learning models0
C3-DINO: Joint Contrastive and Non-contrastive Self-Supervised Learning for Speaker Verification0
An Integrated Framework for Two-pass Personalized Voice Trigger0
Bootstrap Equilibrium and Probabilistic Speaker Representation Learning for Self-supervised Speaker Verification0
Binary Speaker Embedding0
Adversarial Data Augmentation for Robust Speaker Verification0
A Comparison of Differential Performance Metrics for the Evaluation of Automatic Speaker Verification Fairness0
Binary Neural Network for Speaker Verification0
Bilingual Text-dependent Speaker Verification with Pre-trained Models for TdSV Challenge 20240
Show:102550
← PrevPage 4 of 15Next →

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