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 281290 of 435 papers

TitleStatusHype
Improving on-device speaker verification using federated learning with privacy0
Self-attention encoding and pooling for speaker recognition0
Siamese x-vector reconstruction for domain adapted speaker recognition0
Evidence of Task-Independent Person-Specific Signatures in EEG using Subspace Techniques0
Augmentation adversarial training for self-supervised speaker recognition0
Version Control of Speaker Recognition SystemsCode0
DeepMSRF: A novel Deep Multimodal Speaker Recognition framework with Feature selection0
SoK: The Faults in our ASRs: An Overview of Attacks against Automatic Speech Recognition and Speaker Identification Systems0
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
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Benchmark Results

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