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 221–230 of 435 papers

TitleStatusHype
Dr-Vectors: Decision Residual Networks and an Improved Loss for Speaker Recognition—0
EfficientTDNN: Efficient Architecture Search for Speaker RecognitionCode1
Semi Supervised Learning For Few-shot Audio Classification By Episodic Triplet Mining—0
Content-Aware Speaker Embeddings for Speaker Diarisation—0
U-vectors: Generating clusterable speaker embedding from unlabeled dataCode0
Study of Pre-processing Defenses against Adversarial Attacks on State-of-the-art Speaker Recognition Systems—0
VoxSRC 2020: The Second VoxCeleb Speaker Recognition Challenge—0
DeepTalk: Vocal Style Encoding for Speaker Recognition and Speech SynthesisCode0
Speaker Recognition Based on Deep Learning: An Overview—0
Deep Discriminative Feature Learning for Accent RecognitionCode1
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Benchmark Results

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