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 701725 of 746 papers

TitleStatusHype
Analyzing Speaker Information in Self-Supervised Models to Improve Zero-Resource Speech ProcessingCode0
ACA-Net: Towards Lightweight Speaker Verification using Asymmetric Cross AttentionCode0
EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and IdentificationCode0
The effect of speech pathology on automatic speaker verification -- a large-scale studyCode0
End-to-End Text-Dependent Speaker VerificationCode0
Integrated Parameter-Efficient Tuning for General-Purpose Audio ModelsCode0
Noise Invariant Frame Selection: A Simple Method to Address the Background Noise Problem for Text-independent Speaker VerificationCode0
Inconsistency Ranking-based Noisy Label Detection for High-quality DataCode0
ECAPA-TDNN for Multi-speaker Text-to-speech SynthesisCode0
Improving fairness in speaker verification via Group-adapted Fusion NetworkCode0
Dictionary Attacks on Speaker VerificationCode0
DELTA: A DEep learning based Language Technology plAtformCode0
Real Additive Margin Softmax for Speaker VerificationCode0
Universal Pooling Method of Multi-layer Features from Pretrained Models for Speaker VerificationCode0
Haha-Pod: An Attempt for Laughter-based Non-Verbal Speaker VerificationCode0
Towards Supervised Performance on Speaker Verification with Self-Supervised Learning by Leveraging Large-Scale ASR ModelsCode0
VoxCeleb2: Deep Speaker RecognitionCode0
A Speaker Verification Backend for Improved Calibration Performance across Varying ConditionsCode0
Spectral-Aware Low-Rank Adaptation for Speaker VerificationCode0
What does a network layer hear? Analyzing hidden representations of end-to-end ASR through speech synthesisCode0
Feature Enhancement with Deep Feature Losses for Speaker VerificationCode0
FDN: Finite Difference Network with Hierarchical Convolutional Features for Text-independent Speaker VerificationCode0
Attention-Based Models for Text-Dependent Speaker VerificationCode0
On the Detection of Adaptive Adversarial Attacks in Speaker Verification SystemsCode0
Unsupervised Learning of Disentangled and Interpretable Representations from Sequential DataCode0
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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