SOTAVerified

Speaker Identification

Papers

Showing 7180 of 248 papers

TitleStatusHype
HiSSNet: Sound Event Detection and Speaker Identification via Hierarchical Prototypical Networks for Low-Resource Headphones0
Ensemble knowledge distillation of self-supervised speech models0
ExARN: self-attending RNN for target speaker extraction0
ASiT: Local-Global Audio Spectrogram vIsion Transformer for Event ClassificationCode1
MelHuBERT: A simplified HuBERT on Mel spectrogramsCode1
Multi-Label Training for Text-Independent Speaker Identification0
Privacy-Utility Balanced Voice De-Identification Using Adversarial Examples0
Symmetric Saliency-based Adversarial Attack To Speaker Identification0
Masked Modeling Duo: Learning Representations by Encouraging Both Networks to Model the InputCode0
Speaker Identification from emotional and noisy speech data using learned voice segregation and Speech VGG0
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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