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 251275 of 435 papers

TitleStatusHype
A Lightweight Speaker Recognition System Using Timbre Properties0
Remarks on Optimal Scores for Speaker Recognition0
Clova Baseline System for the VoxCeleb Speaker Recognition Challenge 20200
Siamese Capsule Network for End-to-End Speaker Recognition In The Wild0
Fine-grained Early Frequency Attention for Deep Speaker Representation Learning0
Estimating Uniqueness of I-Vector Representation of Human Voice0
Length- and Noise-aware Training Techniques for Short-utterance Speaker Recognition0
DeepVOX: Discovering Features from Raw Audio for Speaker Recognition in Non-ideal Audio Signals0
They are wearing a mask! Identification of Subjects Wearing a Surgical Mask from their Speech by means of x-vectors and Fisher Vectors0
Adversarial Attack and Defense Strategies for Deep Speaker Recognition SystemsCode1
DeepSonar: Towards Effective and Robust Detection of AI-Synthesized Fake Voices0
Compact Speaker Embedding: lrx-vector0
Neural PLDA Modeling for End-to-End Speaker VerificationCode1
Audio-visual Speaker Recognition with a Cross-modal Discriminative Network0
JukeBox: A Multilingual Singer Recognition Dataset0
A Machine of Few Words -- Interactive Speaker Recognition with Reinforcement Learning0
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
TERA: Self-Supervised Learning of Transformer Encoder Representation for SpeechCode1
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Benchmark Results

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