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

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Showing 151–200 of 435 papers

TitleStatusHype
Analysis of DNN Speech Signal Enhancement for Robust Speaker Recognition—0
Graph-based Multi-View Fusion and Local Adaptation: Mitigating Within-Household Confusability for Speaker Identification—0
"Hello, It's Me": Deep Learning-based Speech Synthesis Attacks in the Real World—0
Graph-based Label Propagation for Semi-Supervised Speaker Identification—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
Computer-assisted Speaker Diarization: How to Evaluate Human Corrections—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
GlobalPhone: Pronunciation Dictionaries in 20 Languages—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
Data augmentation versus noise compensation for x- vector speaker recognition systems in noisy environments—0
結合I-Vector 及深層神經網路之語者驗證系統 (Text-independent Speaker Verification using a Hybrid I-Vector/DNN Approach) [In Chinese]—0
Joint Probabilistic Linear Discriminant Analysis—0
Joint Sound Source Separation and Speaker Recognition—0
JukeBox: A Multilingual Singer Recognition Dataset—0
Fine-grained Early Frequency Attention for Deep Speaker Representation Learning—0
KU-ISPL Speaker Recognition Systems under Language mismatch condition for NIST 2016 Speaker Recognition Evaluation—0
Language Modelling for Speaker Diarization in Telephonic Interviews—0
Large-scale learning of generalised representations for speaker recognition—0
LASPA: Language Agnostic Speaker Disentanglement with Prefix-Tuned Cross-Attention—0
Deep Learning for Single and Multi-Session i-Vector Speaker Recognition—0
LDC Language Resource Database: Building a Bibliographic Database—0
GIST-AiTeR System for the Diarization Task of the 2022 VoxCeleb Speaker Recognition Challenge—0
Learning Speaker-Invariant Visual Features for Lipreading—0
Length- and Noise-aware Training Techniques for Short-utterance Speaker Recognition—0
Comparison of Multiple Features and Modeling Methods for Text-dependent Speaker Verification—0
A Study on Bias and Fairness In Deep Speaker Recognition—0
GIST-AiTeR Speaker Diarization System for VoxCeleb Speaker Recognition Challenge (VoxSRC) 2023—0
Likelihood-ratio calibration using prior-weighted proper scoring rules—0
Long-Term Conversation Analysis: Privacy-Utility Trade-off under Noise and Reverberation—0
LSTM and GPT-2 Synthetic Speech Transfer Learning for Speaker Recognition to Overcome Data Scarcity—0
Machine Speech Chain with One-shot Speaker Adaptation—0
Margin Matters: Towards More Discriminative Deep Neural Network Embeddings for Speaker Recognition—0
Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends—0
An improved uncertainty propagation method for robust i-vector based speaker recognition—0
An Empirical Study on Text-Independent Speaker Verification based on the GE2E Method—0
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Benchmark Results

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