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

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Showing 401–410 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
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Benchmark Results

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