SOTAVerified

Speaker Identification

Papers

Showing 191200 of 248 papers

TitleStatusHype
Privacy-Preserving Adversarial Representation Learning in ASR: Reality or Illusion?0
Supervised Initialization of LSTM Networks for Fundamental Frequency Detection in Noisy Speech Signals0
Reducing audio membership inference attack accuracy to chance: 4 defenses0
Adaptive blind audio source extraction supervised by dominant speaker identification using x-vectors0
Delving into VoxCeleb: environment invariant speaker recognition0
Word-level Embeddings for Cross-Task Transfer Learning in Speech ProcessingCode0
H-VECTORS: Utterance-level Speaker Embedding Using A Hierarchical Attention Model0
Latent space representation for multi-target speaker detection and identification with a sparse dataset using Triplet neural networksCode0
Emirati-Accented Speaker Identification in Stressful Talking Conditions0
Improving Noise Robustness In Speaker Identification Using A Two-Stage Attention Model0
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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