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 476500 of 746 papers

TitleStatusHype
Self-supervised Text-independent Speaker Verification using Prototypical Momentum Contrastive LearningCode1
DEAAN: Disentangled Embedding and Adversarial Adaptation Network for Robust Speaker Representation Learning0
Exploring wav2vec 2.0 on speaker verification and language identification0
Adversarial Disentanglement of Speaker Representation for Attribute-Driven Privacy PreservationCode0
Speaker Recognition Based on Deep Learning: An Overview0
NSYSU+CHT 團隊於 2020 遠場語者驗證比賽之語者驗證系統 (NSYSU+CHT Speaker Verification System for Far-Field Speaker Verification Challenge 2020)0
HiTrans: A Transformer-Based Context- and Speaker-Sensitive Model for Emotion Detection in Conversations0
Vocal Tract Length Perturbation for Text-Dependent Speaker Verification with Autoregressive Prediction Coding0
An Empirical Study on Text-Independent Speaker Verification based on the GE2E Method0
Speaker De-identification System using Autoencodersand Adversarial Training0
Masked Proxy Loss For Text-Independent Speaker VerificationCode0
Query Expansion System for the VoxCeleb Speaker Recognition Challenge 20200
Small footprint Text-Independent Speaker Verification for Embedded Systems0
End-to-end anti-spoofing with RawNet2Code1
The UPC Speaker Verification System Submitted to VoxCeleb Speaker Recognition Challenge 2020 (VoxSRC-20)0
One-class learning towards generalized voice spoofing detectionCode1
FragmentVC: Any-to-Any Voice Conversion by End-to-End Extracting and Fusing Fine-Grained Voice Fragments With AttentionCode1
Leveraging speaker attribute information using multi task learning for speaker verification and diarizationCode1
Squeezing value of cross-domain labels: a decoupled scoring approach for speaker verification0
Y-Vector: Multiscale Waveform Encoder for Speaker EmbeddingCode1
Multi-Channel Speaker Verification for Single and Multi-talker Speech0
Momentum Contrast Speaker Representation Learning0
Graph Attention Networks for Speaker Verification0
Backdoor Attack against Speaker VerificationCode1
Unsupervised Representation Learning for Speaker Recognition via Contrastive Equilibrium LearningCode1
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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