SOTAVerified

Speaker Identification

Papers

Showing 5175 of 248 papers

TitleStatusHype
Deep versus Wide: An Analysis of Student Architectures for Task-Agnostic Knowledge Distillation of Self-Supervised Speech Models0
From Dialect Gaps to Identity Maps: Tackling Variability in Speaker Verification0
Deep Neural Networks for Automatic Speech Processing: A Survey from Large Corpora to Limited Data0
Advanced Rich Transcription System for Estonian Speech0
From Speaker Identification to Affective Analysis: A Multi-Step System for Analyzing Children's Stories0
DASB -- Discrete Audio and Speech Benchmark0
Curie: A method for protecting SVM Classifier from Poisoning Attack0
Effect of utterance duration and phonetic content on speaker identification using second-order statistical methods0
Efficiency-oriented approaches for self-supervised speech representation learning0
Emirati-Accented Speaker Identification in Stressful Talking Conditions0
A Toolkit for Joint Speaker Diarization and Identification with Application to Speaker-Attributed ASR0
Cross-Lingual Speaker Identification from Weak Local Evidence0
A Survey on Paralinguistics in Tamil Speech Processing0
From Benedict Cumberbatch to Sherlock Holmes: Character Identification in TV series without a Script0
Fusion of Embeddings Networks for Robust Combination of Text Dependent and Independent Speaker Recognition0
Graph-based Label Propagation for Semi-Supervised Speaker Identification0
Cosine similarity-based adversarial process0
A Study of Few-Shot Audio Classification0
A Lightweight Speaker Recognition System Using Timbre Properties0
Computing with Hypervectors for Efficient Speaker Identification0
Computer-assisted Speaker Diarization: How to Evaluate Human Corrections0
A Study of Acoustic Features in Arabic Speaker Identification under Noisy Environmental Conditions0
Few-Shot Speaker Identification Using Lightweight Prototypical Network with Feature Grouping and Interaction0
A Joint Model for Quotation Attribution and Coreference Resolution0
Advanced accent/dialect identification and accentedness assessment with multi-embedding models and automatic speech recognition0
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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