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 251–300 of 435 papers

TitleStatusHype
An Empirical Study on Text-Independent Speaker Verification based on the GE2E Method—0
Masked Proxy Loss For Text-Independent Speaker VerificationCode0
COVID-19 Patient Detection from Telephone Quality Speech DataCode0
Query Expansion System for the VoxCeleb Speaker Recognition Challenge 2020—0
ShaneRun System Description to VoxCeleb Speaker Recognition Challenge 2020—0
The xx205 System for the VoxCeleb Speaker Recognition Challenge 2020—0
Adversarial defense for deep speaker recognition using hybrid adversarial training—0
Deep Speaker Vector Normalization with Maximum Gaussianality TrainingCode0
Deep generative LDACode0
CopyPaste: An Augmentation Method for Speech Emotion Recognition—0
The UPC Speaker Verification System Submitted to VoxCeleb Speaker Recognition Challenge 2020 (VoxSRC-20)—0
Unsupervised Learning of Disentangled Speech Content and Style Representation—0
Momentum Contrast Speaker Representation Learning—0
The HUAWEI Speaker Diarisation System for the VoxCeleb Speaker Diarisation Challenge—0
Tongji University Undergraduate Team for the VoxCeleb Speaker Recognition Challenge2020—0
Three-Dimensional Lip Motion Network for Text-Independent Speaker RecognitionCode0
A Lightweight Speaker Recognition System Using Timbre Properties—0
Remarks on Optimal Scores for Speaker Recognition—0
Clova Baseline System for the VoxCeleb Speaker Recognition Challenge 2020—0
Siamese Capsule Network for End-to-End Speaker Recognition In The Wild—0
Fine-grained Early Frequency Attention for Deep Speaker Representation Learning—0
Length- and Noise-aware Training Techniques for Short-utterance Speaker Recognition—0
Estimating Uniqueness of I-Vector Representation of Human Voice—0
DeepVOX: Discovering Features from Raw Audio for Speaker Recognition in Non-ideal Audio Signals—0
They are wearing a mask! Identification of Subjects Wearing a Surgical Mask from their Speech by means of x-vectors and Fisher Vectors—0
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