SOTAVerified

Speaker Recognition

Speaker Recognition is the process of identifying or confirming the identity of a person given his speech segments.

Source: Margin Matters: Towards More Discriminative Deep Neural Network Embeddings for Speaker Recognition

Papers

Showing 226250 of 435 papers

TitleStatusHype
Study of Pre-processing Defenses against Adversarial Attacks on State-of-the-art Speaker Recognition Systems0
VoxSRC 2020: The Second VoxCeleb Speaker Recognition Challenge0
DeepTalk: Vocal Style Encoding for Speaker Recognition and Speech SynthesisCode0
Speaker Recognition Based on Deep Learning: An Overview0
Deep Discriminative Feature Learning for Accent RecognitionCode1
Synth2Aug: Cross-domain speaker recognition with TTS synthesized speech0
An Empirical Study on Text-Independent Speaker Verification based on the GE2E Method0
COVID-19 Patient Detection from Telephone Quality Speech DataCode0
Masked Proxy Loss For Text-Independent Speaker VerificationCode0
Query Expansion System for the VoxCeleb Speaker Recognition Challenge 20200
ShaneRun System Description to VoxCeleb Speaker Recognition Challenge 20200
Speaker anonymisation using the McAdams coefficientCode1
The xx205 System for the VoxCeleb Speaker Recognition Challenge 20200
Adversarial defense for deep speaker recognition using hybrid adversarial training0
Deep Speaker Vector Normalization with Maximum Gaussianality TrainingCode0
Deep generative LDACode0
The UPC Speaker Verification System Submitted to VoxCeleb Speaker Recognition Challenge 2020 (VoxSRC-20)0
CopyPaste: An Augmentation Method for Speech Emotion Recognition0
Leveraging speaker attribute information using multi task learning for speaker verification and diarizationCode1
Unsupervised Learning of Disentangled Speech Content and Style Representation0
Momentum Contrast Speaker Representation Learning0
The HUAWEI Speaker Diarisation System for the VoxCeleb Speaker Diarisation Challenge0
Unsupervised Representation Learning for Speaker Recognition via Contrastive Equilibrium LearningCode1
Tongji University Undergraduate Team for the VoxCeleb Speaker Recognition Challenge20200
Three-Dimensional Lip Motion Network for Text-Independent Speaker RecognitionCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1w2v2-aamEER1.88Unverified
2WavLM+ECAPA-TDNNEER0.39Unverified