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 201210 of 435 papers

TitleStatusHype
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
Improved Speech Emotion Recognition using Transfer Learning and Spectrogram Augmentation0
Modelling Data Dispersion Degree in Automatic Robust Estimation for Multivariate Gaussian Mixture Models with an Application to Noisy Speech Processing0
Convexity-based Pruning of Speech Representation Models0
Momentum Contrast Speaker Representation Learning0
Analyzing Speech Unit Selection for Textless Speech-to-Speech Translation0
Adversarial defense for deep speaker recognition using hybrid adversarial training0
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Benchmark Results

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