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

Showing 201225 of 435 papers

TitleStatusHype
Speaker recognition by means of a combination of linear and nonlinear predictive models0
On the relevance of language in speaker recognition0
A comparative study of several parameterizations for speaker recognition0
State-of-the-art in speaker recognition0
Improving fairness in speaker verification via Group-adapted Fusion NetworkCode0
Speaker recognition improvement using blind inversion of distortions0
Multimodal Emotion Recognition using Transfer Learning from Speaker Recognition and BERT-based models0
Excitement Surfeited Turns to Errors: Deep Learning Testing Framework Based on Excitable NeuronsCode0
Self-supervised Speaker Recognition Training Using Human-Machine Dialogues0
The CORAL++ Algorithm for Unsupervised Domain Adaptation of Speaker Recogntion0
Voice Quality and Pitch Features in Transformer-Based Speech Recognition0
STC speaker recognition systems for the NIST SRE 20210
Black-box Adversarial Attacks on Commercial Speech Platforms with Minimal Information0
Tackling the Score Shift in Cross-Lingual Speaker Verification by Exploiting Language Information0
Multi-View Self-Attention Based Transformer for Speaker Recognition0
Assurance Monitoring of Learning Enabled Cyber-Physical Systems Using Inductive Conformal Prediction based on Distance Learning0
North America Bixby Speaker Diarization System for the VoxCeleb Speaker Recognition Challenge 20210
The JHU submission to VoxSRC-21: Track 30
"Hello, It's Me": Deep Learning-based Speech Synthesis Attacks in the Real World0
Multilingual Audio-Visual Smartphone Dataset And Evaluation0
The IDLAB VoxCeleb Speaker Recognition Challenge 2021 System Description0
The DKU-DukeECE System for the Self-Supervision Speaker Verification Task of the 2021 VoxCeleb Speaker Recognition Challenge0
XMUSPEECH System for VoxCeleb Speaker Recognition Challenge 20210
The Phonexia VoxCeleb Speaker Recognition Challenge 2021 System Description0
The DKU-DukeECE-Lenovo System for the Diarization Task of the 2021 VoxCeleb Speaker Recognition Challenge0
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Benchmark Results

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