SOTAVerified

Speaker Identification

Papers

Showing 221230 of 248 papers

TitleStatusHype
Strategies to Improve Robustness of Target Speech Extraction to Enrollment Variations0
Latent space representation for multi-target speaker detection and identification with a sparse dataset using Triplet neural networksCode0
SIG: Speaker Identification in Literature via Prompt-Based GenerationCode0
Deep Learning for Speaker Identification: Architectural Insights from AB-1 Corpus Analysis and Performance EvaluationCode0
Just ASR + LLM? A Study on Speech Large Language Models' Ability to Identify and Understand Speaker in Spoken DialogueCode0
Identify Speakers in Cocktail Parties with End-to-End AttentionCode0
EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and IdentificationCode0
CoLMbo: Speaker Language Model for Descriptive ProfilingCode0
Audio ALBERT: A Lite BERT for Self-supervised Learning of Audio RepresentationCode0
Cross-Lingual Speaker Identification Using Distant SupervisionCode0
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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