SOTAVerified

Speaker Identification

Papers

Showing 110 of 248 papers

TitleStatusHype
CoLMbo: Speaker Language Model for Descriptive ProfilingCode0
Rhythm Features for Speaker Identification0
French Listening Tests for the Assessment of Intelligibility, Quality, and Identity of Body-Conducted Speech Enhancement0
Speech Unlearning0
Pretraining Multi-Speaker Identification for Neural Speaker Diarization0
REWIND: Speech Time Reversal for Enhancing Speaker Representations in Diffusion-based Voice Conversion0
HPP-Voice: A Large-Scale Evaluation of Speech Embeddings for Multi-Phenotypic Classification0
Quantized Approximate Signal Processing (QASP): Towards Homomorphic Encryption for audio0
From Dialect Gaps to Identity Maps: Tackling Variability in Speaker Verification0
Speaker Fuzzy Fingerprints: Benchmarking Text-Based Identification in Multiparty Dialogues0
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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