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 311–320 of 435 papers

TitleStatusHype
Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends—0
THUEE system description for NIST 2019 SRE CTS Challenge—0
End-to-end training of time domain audio separation and recognition—0
Short-duration Speaker Verification (SdSV) Challenge 2021: the Challenge Evaluation Plan—0
VoxSRC 2019: The first VoxCeleb Speaker Recognition Challenge—0
Deep learning methods in speaker recognition: a review—0
Who is Real Bob? Adversarial Attacks on Speaker Recognition SystemsCode0
Robust speaker recognition using unsupervised adversarial invarianceCode0
CN-CELEB: a challenging Chinese speaker recognition datasetCode0
Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer EncodersCode0
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Benchmark Results

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