SOTAVerified

Speaker Identification

Papers

Showing 2130 of 248 papers

TitleStatusHype
GIFT: Graph-Induced Fine-Tuning for Multi-Party Conversation UnderstandingCode1
Improving speaker discrimination of target speech extraction with time-domain SpeakerBeamCode1
AM-MobileNet1D: A Portable Model for Speaker RecognitionCode1
Learning Audio-Visual DereverberationCode1
ATST: Audio Representation Learning with Teacher-Student TransformerCode1
A Modulation-Domain Loss for Neural-Network-based Real-time Speech EnhancementCode1
ComiCap: A VLMs pipeline for dense captioning of Comic PanelsCode1
Blind Speech Separation and Dereverberation using Neural BeamformingCode1
Minimum Bayes Risk Training for End-to-End Speaker-Attributed ASRCode1
AutoSpeech: Neural Architecture Search for Speaker RecognitionCode1
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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