SOTAVerified

Speaker Recognition

Speaker Recognition is the process of identifying or confirming the identity of a person given his speech segments.

Source: Margin Matters: Towards More Discriminative Deep Neural Network Embeddings for Speaker Recognition

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–175 of 435 papers

TitleStatusHype
Graph-based Label Propagation for Semi-Supervised Speaker Identification—0
Graph Neural Network Backend for Speaker Recognition—0
"Hello, It's Me": Deep Learning-based Speech Synthesis Attacks in the Real World—0
Computer-assisted Speaker Diarization: How to Evaluate Human Corrections—0
Human and Machine Speaker Recognition Based on Short Trivial Events—0
I4U Submission to NIST SRE 2018: Leveraging from a Decade of Shared Experiences—0
I4U System Description for NIST SRE'20 CTS Challenge—0
Improved Deep Speaker Feature Learning for Text-Dependent Speaker Recognition—0
GlobalPhone: Pronunciation Dictionaries in 20 Languages—0
Improving Fairness in Speaker Recognition—0
Convexity-based Pruning of Speech Representation Models—0
Improving on-device speaker verification using federated learning with privacy—0
Improving Noise Robustness In Speaker Identification Using A Two-Stage Attention Model—0
Improving Speech Representation Learning via Speech-level and Phoneme-level Masking Approach—0
Incorporation of Speech Duration Information in Score Fusion of Speaker Recognition Systems—0
Influence of Mother Tongue on English Accent—0
Interpretable Spectrum Transformation Attacks to Speaker Recognition—0
Introducing Model Inversion Attacks on Automatic Speaker Recognition—0
GIST-AiTeR System for the Diarization Task of the 2022 VoxCeleb Speaker Recognition Challenge—0
Investigating Prosodic Signatures via Speech Pre-Trained Models for Audio Deepfake Source Attribution—0
Investigating the Reasonable Effectiveness of Speaker Pre-Trained Models and their Synergistic Power for SingMOS Prediction—0
Investigation of Speaker Representation for Target-Speaker Speech Processing—0
Investigation of Using VAE for i-Vector Speaker Verification—0
iQIYI-VID: A Large Dataset for Multi-modal Person Identification—0
Comparison of Multiple Features and Modeling Methods for Text-dependent Speaker Verification—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1w2v2-aamEER1.88—Unverified
2WavLM+ECAPA-TDNNEER0.39—Unverified