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 276–300 of 435 papers

TitleStatusHype
DeepSonar: Towards Effective and Robust Detection of AI-Synthesized Fake Voices—0
Compact Speaker Embedding: lrx-vector—0
Audio-visual Speaker Recognition with a Cross-modal Discriminative Network—0
JukeBox: A Multilingual Singer Recognition Dataset—0
A Machine of Few Words -- Interactive Speaker Recognition with Reinforcement Learning—0
Improving on-device speaker verification using federated learning with privacy—0
Self-attention encoding and pooling for speaker recognition—0
Siamese x-vector reconstruction for domain adapted speaker recognition—0
Evidence of Task-Independent Person-Specific Signatures in EEG using Subspace Techniques—0
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
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
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
Call My Net 2: A New Resource for Speaker Recognition—0
Arabic Speech Rhythm Corpus: Read and Spontaneous Speaking Styles—0
Seeing voices and hearing voices: learning discriminative embeddings using cross-modal self-supervision—0
Cross-modal Speaker Verification and Recognition: A Multilingual Perspective—0
Speaker Recognition in Bengali Language from Nonlinear Features—0
Deep Normalization for Speaker VectorsCode0
Speaker Recognition using SincNet and X-Vector Fusion—0
Neural i-vectors—0
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Benchmark Results

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