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

Showing 191200 of 435 papers

TitleStatusHype
Improving Speech Representation Learning via Speech-level and Phoneme-level Masking Approach0
Leveraging Speaker Embeddings with Adversarial Multi-task Learning for Age Group Classification0
Likelihood-ratio calibration using prior-weighted proper scoring rules0
Long-Term Conversation Analysis: Privacy-Utility Trade-off under Noise and Reverberation0
Improving Noise Robustness In Speaker Identification Using A Two-Stage Attention Model0
Machine Speech Chain with One-shot Speaker Adaptation0
CopyPaste: An Augmentation Method for Speech Emotion Recognition0
Audio Representation Learning by Distilling Video as Privileged Information0
Improving on-device speaker verification using federated learning with privacy0
Improving Fairness in Speaker Recognition0
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Benchmark Results

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