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 626650 of 746 papers

TitleStatusHype
Acoustic Scene Classification Using Fusion of Attentive Convolutional Neural Networks for DCASE2019 Challenge0
Deep Residual Neural Networks for Audio Spoofing DetectionCode0
Unleashing the Unused Potential of I-Vectors Enabled by GPU Acceleration0
Spatial Pyramid Encoding with Convex Length Normalization for Text-Independent Speaker Verification0
Robust End-to-End Speaker Verification Using EEG0
rVAD: An Unsupervised Segment-Based Robust Voice Activity Detection MethodCode0
Voice Mimicry Attacks Assisted by Automatic Speaker Verification0
Speaker Anonymization Using X-vector and Neural Waveform Models0
Towards robust audio spoofing detection: a detailed comparison of traditional and learned features0
Time-Contrastive Learning Based Deep Bottleneck Features for Text-Dependent Speaker Verification0
Adversarial Speaker Verification0
Spoof detection using time-delay shallow neural network and feature switchingCode0
VoiceID Loss: Speech Enhancement for Speaker Verification0
Contrastive Predictive Coding Based Feature for Automatic Speaker VerificationCode0
Multi-Task Learning with High-Order Statistics for X-vector based Text-Independent Speaker Verification0
Deep Neural Network Embeddings with Gating Mechanisms for Text-Independent Speaker Verification0
Attentive Statistics Pooling for Deep Speaker Embedding0
Deep Speaker Embedding Learning with Multi-Level Pooling for Text-Independent Speaker Verification0
An improved uncertainty propagation method for robust i-vector based speaker recognition0
End-to-end losses based on speaker basis vectors and all-speaker hard negative mining for speaker verification0
Centroid-based deep metric learning for speaker recognition0
Optimization of the Area Under the ROC Curve using Neural Network Supervectors for Text-Dependent Speaker Verification0
Quality Measures for Speaker Verification with Short Utterances0
Tied Hidden Factors in Neural Networks for End-to-End Speaker Recognition0
Differentiable Supervector Extraction for Encoding Speaker and Phrase Information in Text Dependent Speaker Verification0
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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