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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 401–425 of 435 papers

TitleStatusHype
Is Style All You Need? Dependencies Between Emotion and GST-based Speaker RecognitionCode0
Robust speaker recognition using unsupervised adversarial invarianceCode0
An Open-set Recognition and Few-Shot Learning Dataset for Audio Event Classification in Domestic EnvironmentsCode0
Pretext Tasks selection for multitask self-supervised speech representation learningCode0
Target Speech Extraction Based on Blind Source Separation and X-vector-based Speaker Selection Trained with Data AugmentationCode0
Personal VAD: Speaker-Conditioned Voice Activity DetectionCode0
Inconsistency Ranking-based Noisy Label Detection for High-quality DataCode0
Conditional independence for pretext task selection in Self-supervised speech representation learningCode0
Improving fairness in speaker verification via Group-adapted Fusion NetworkCode0
CoLMbo: Speaker Language Model for Descriptive ProfilingCode0
Who is Real Bob? Adversarial Attacks on Speaker Recognition SystemsCode0
Filterbank design for end-to-end speech separationCode0
DeepTalk: Vocal Style Encoding for Speaker Recognition and Speech SynthesisCode0
Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer EncodersCode0
Deep Speaker Vector Normalization with Maximum Gaussianality TrainingCode0
Deep Speaker: an End-to-End Neural Speaker Embedding SystemCode0
U-vectors: Generating clusterable speaker embedding from unlabeled dataCode0
A voice and speech corpus of patients who underwent upper airway surgery in pre- and post-operative statesCode0
Unified Hypersphere Embedding for Speaker RecognitionCode0
VoxCeleb2: Deep Speaker RecognitionCode0
CN-CELEB: a challenging Chinese speaker recognition datasetCode0
Version Control of Speaker Recognition SystemsCode0
SLMIA-SR: Speaker-Level Membership Inference Attacks against Speaker Recognition SystemsCode0
Three-Dimensional Lip Motion Network for Text-Independent Speaker RecognitionCode0
Attention-Based Models for Text-Dependent Speaker VerificationCode0
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Benchmark Results

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