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 151–200 of 435 papers

TitleStatusHype
A Comparative Evaluation of Deep Learning Models for Speech Enhancement in Real-World Noisy Environments—0
DeepMSRF: A novel Deep Multimodal Speaker Recognition framework with Feature selection—0
LEAP System for SRE19 CTS Challenge -- Improvements and Error Analysis—0
Deep learning methods in speaker recognition: a review—0
Deep Learning for Single and Multi-Session i-Vector Speaker Recognition—0
Large-scale learning of generalised representations for speaker recognition—0
Automatic Speech Recognition on a Firefighter TETRA Broadcast Channel—0
A new Speech Feature Fusion method with cross gate parallel CNN for Speaker Recognition—0
Deep factorization for speech signal—0
Deep CNN based feature extractor for text-prompted speaker recognition—0
A Unified Deep Neural Network for Speaker and Language Recognition—0
Attention and DCT based Global Context Modeling for Text-independent Speaker Recognition—0
Data augmentation versus noise compensation for x- vector speaker recognition systems in noisy environments—0
Augmentation adversarial training for self-supervised speaker recognition—0
An Ensemble SVM-based Approach for Voice Activity Detection—0
Adversarial Speaker Verification—0
Investigation of Using VAE for i-Vector Speaker Verification—0
Investigation of Speaker Representation for Target-Speaker Speech Processing—0
Investigating the Reasonable Effectiveness of Speaker Pre-Trained Models and their Synergistic Power for SingMOS Prediction—0
Cross-modal Speaker Verification and Recognition: A Multilingual Perspective—0
Audio-visual Speaker Recognition with a Cross-modal Discriminative Network—0
Investigating Prosodic Signatures via Speech Pre-Trained Models for Audio Deepfake Source Attribution—0
Introduction to Voice Presentation Attack Detection and Recent Advances—0
iQIYI-VID: A Large Dataset for Multi-modal Person Identification—0
Introducing Model Inversion Attacks on Automatic Speaker Recognition—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
Interpretable Spectrum Transformation Attacks to Speaker Recognition—0
LASPA: Language Agnostic Speaker Disentanglement with Prefix-Tuned Cross-Attention—0
Audio-to-Image Encoding for Improved Voice Characteristic Detection Using Deep Convolutional Neural Networks—0
LDC Language Resource Database: Building a Bibliographic Database—0
An Effortless Way To Create Large-Scale Datasets For Famous Speakers—0
Learning Speaker-Invariant Visual Features for Lipreading—0
Length- and Noise-aware Training Techniques for Short-utterance Speaker Recognition—0
Influence of Mother Tongue on English Accent—0
Incorporation of Speech Duration Information in Score Fusion of Speaker Recognition Systems—0
Leveraging Speaker Embeddings with Adversarial Multi-task Learning for Age Group Classification—0
Likelihood-ratio calibration using prior-weighted proper scoring rules—0
Long-Term Conversation Analysis: Privacy-Utility Trade-off under Noise and Reverberation—0
Cosine Scoring with Uncertainty for Neural Speaker Embedding—0
Machine Speech Chain with One-shot Speaker Adaptation—0
Improving Speech Representation Learning via Speech-level and Phoneme-level Masking Approach—0
Improving Noise Robustness In Speaker Identification Using A Two-Stage Attention Model—0
CopyPaste: An Augmentation Method for Speech Emotion Recognition—0
Audio Representation Learning by Distilling Video as Privileged Information—0
Show:102550
← PrevPage 4 of 9Next →

Benchmark Results

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