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 271–280 of 435 papers

TitleStatusHype
Augmentation adversarial training for self-supervised speaker recognition—0
Version Control of Speaker Recognition SystemsCode0
DeepMSRF: A novel Deep Multimodal Speaker Recognition framework with Feature selection—0
SoK: The Faults in our ASRs: An Overview of Attacks against Automatic Speech Recognition and Speaker Identification Systems—0
TERA: Self-Supervised Learning of Transformer Encoder Representation for SpeechCode1
LSTM and GPT-2 Synthetic Speech Transfer Learning for Speaker Recognition to Overcome Data Scarcity—0
Data augmentation versus noise compensation for x- vector speaker recognition systems in noisy environments—0
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 Enhancement—0
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Benchmark Results

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