SOTAVerified

Speaker Identification

Papers

Showing 221230 of 248 papers

TitleStatusHype
Enhancing Open-Set Speaker Identification through Rapid Tuning with Speaker Reciprocal Points and Negative Sample0
Ensemble knowledge distillation of self-supervised speech models0
Evaluating Speaker Identity Coding in Self-supervised Models and Humans0
Evaluation of Automatic Formant Trackers0
ExARN: self-attending RNN for target speaker extraction0
Experiments on Open-Set Speaker Identification with Discriminatively Trained Neural Networks0
Exploring VQ-VAE with Prosody Parameters for Speaker Anonymization0
Face Recognition with Machine Learning in OpenCV_ Fusion of the results with the Localization Data of an Acoustic Camera for Speaker Identification0
Few-Shot Speaker Identification Using Depthwise Separable Convolutional Network with Channel Attention0
Few-Shot Speaker Identification Using Lightweight Prototypical Network with Feature Grouping and Interaction0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MSM-MAETop-1 (%)96.6Unverified
2M2D/0.6Top-1 (%)96.5Unverified
3M2D/0.7Top-1 (%)96.3Unverified
4M2D ratio=0.6Top-1 (%)94.8Unverified
5AudioMAE (local)Top-1 (%)94.8Unverified
6ATST Base (ours)Top-1 (%)94.3Unverified
7AudioMAE (global)Top-1 (%)94.1Unverified
8AutoSpeech (N=8,C=128)Top-1 (%)87.66Unverified
9SSAST-FRAMETop-1 (%)80.8Unverified
10SSAMBATop-1 (%)70.1Unverified
#ModelMetricClaimedVerifiedStatus
1Fuzzy RetrievalTop-1 (%)67.77Unverified
#ModelMetricClaimedVerifiedStatus
1Fuzzy RetrievalTop-1 (%)80.83Unverified
#ModelMetricClaimedVerifiedStatus
1Fuzzy RetrievalTop-1 (%)95.13Unverified