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 191–200 of 435 papers

TitleStatusHype
Comparison of Multiple Features and Modeling Methods for Text-dependent Speaker Verification—0
Leveraging Speaker Embeddings with Adversarial Multi-task Learning for Age Group Classification—0
Likelihood-ratio calibration using prior-weighted proper scoring rules—0
Long-Term Conversation Analysis: Privacy-Utility Trade-off under Noise and Reverberation—0
LSTM and GPT-2 Synthetic Speech Transfer Learning for Speaker Recognition to Overcome Data Scarcity—0
Machine Speech Chain with One-shot Speaker Adaptation—0
Margin Matters: Towards More Discriminative Deep Neural Network Embeddings for Speaker Recognition—0
Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends—0
An improved uncertainty propagation method for robust i-vector based speaker recognition—0
A Study on Bias and Fairness In Deep Speaker Recognition—0
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Benchmark Results

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