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 276300 of 435 papers

TitleStatusHype
LSTM and GPT-2 Synthetic Speech Transfer Learning for Speaker Recognition to Overcome Data Scarcity0
Data augmentation versus noise compensation for x- vector speaker recognition systems in noisy environments0
Crossed-Time Delay Neural Network for Speaker RecognitionCode1
Target Speech Extraction Based on Blind Source Separation and X-vector-based Speaker Selection Trained with Data AugmentationCode0
Speaker Re-identification with Speaker Dependent Speech Enhancement0
AutoSpeech: Neural Architecture Search for Speaker RecognitionCode1
Call My Net 2: A New Resource for Speaker Recognition0
Arabic Speech Rhythm Corpus: Read and Spontaneous Speaking Styles0
Seeing voices and hearing voices: learning discriminative embeddings using cross-modal self-supervision0
Cross-modal Speaker Verification and Recognition: A Multilingual Perspective0
Speaker Recognition in Bengali Language from Nonlinear Features0
Universal Adversarial Perturbations Generative Network for Speaker RecognitionCode1
Deep Normalization for Speaker VectorsCode0
Meta-Learning for Short Utterance Speaker Recognition with Imbalance Length PairsCode1
Speaker Recognition using SincNet and X-Vector Fusion0
Neural i-vectors0
Towards Relevance and Sequence Modeling in Language Recognition0
AM-MobileNet1D: A Portable Model for Speaker RecognitionCode1
End-to-end Recurrent Denoising Autoencoder Embeddings for Speaker Identification0
Real-time, Universal, and Robust Adversarial Attacks Against Speaker Recognition Systems0
An Open-set Recognition and Few-Shot Learning Dataset for Audio Event Classification in Domestic EnvironmentsCode0
Speech2Phone: A Novel and Efficient Method for Training Speaker Recognition ModelsCode1
Disentangled Speech Embeddings using Cross-modal Self-supervision0
Deep Speaker Embeddings for Far-Field Speaker Recognition on Short Utterances0
x-vectors meet emotions: A study on dependencies between emotion and speaker recognition0
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Benchmark Results

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