SOTAVerified

Speaker Verification

Speaker verification is the verifying the identity of a person from characteristics of the voice.

( Image credit: Contrastive-Predictive-Coding-PyTorch )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 651–700 of 746 papers

TitleStatusHype
Catch You and I Can: Revealing Source Voiceprint Against Voice Conversion—0
CEC: A Noisy Label Detection Method for Speaker Recognition—0
Centroid-based deep metric learning for speaker recognition—0
Channel Adaptation for Speaker Verification Using Optimal Transport with Pseudo Label—0
Channel adversarial training for speaker verification and diarization—0
Class Token and Knowledge Distillation for Multi-head Self-Attention Speaker Verification Systems—0
Closing the Gap between Single-User and Multi-User VoiceFilter-Lite—0
Cluster-Guided Unsupervised Domain Adaptation for Deep Speaker Embedding—0
Codec-ASR: Training Performant Automatic Speech Recognition Systems with Discrete Speech Representations—0
Collaborative Watermarking for Adversarial Speech Synthesis—0
Combining Automatic Speaker Verification and Prosody Analysis for Synthetic Speech Detection—0
Comparison of Multiple Features and Modeling Methods for Text-dependent Speaker Verification—0
Comparison of user models based on GMM-UBM and i-vectors for speech, handwriting, and gait assessment of Parkinson's disease patients—0
Conditional Generative Adversarial Networks for Speech Enhancement and Noise-Robust Speaker Verification—0
Continual Learning for Fake Audio Detection—0
Contrastive-mixup learning for improved speaker verification—0
Contrastive Separative Coding for Self-supervised Representation Learning—0
Converting Anyone's Voice: End-to-End Expressive Voice Conversion with a Conditional Diffusion Model—0
Convolution-Based Channel-Frequency Attention for Text-Independent Speaker Verification—0
Correlation and Class Based Block Formation for Improved Structured Dictionary Learning—0
Crafting Adversarial Examples For Speech Paralinguistics Applications—0
Cross attentive pooling for speaker verification—0
Cross-domain Adaptation with Discrepancy Minimization for Text-independent Forensic Speaker Verification—0
Cross-Lingual Speaker Verification with Domain-Balanced Hard Prototype Mining and Language-Dependent Score Normalization—0
Cross-lingual Speaker Verification with Deep Feature Learning—0
Cross-lingual Text-independent Speaker Verification using Unsupervised Adversarial Discriminative Domain Adaptation—0
Cross-modal Speaker Verification and Recognition: A Multilingual Perspective—0
CS-Rep: Making Speaker Verification Networks Embracing Re-parameterization—0
CTEFM-VC: Zero-Shot Voice Conversion Based on Content-Aware Timbre Ensemble Modeling and Flow Matching—0
DASA: Difficulty-Aware Semantic Augmentation for Speaker Verification—0
Attention and DCT based Global Context Modeling for Text-independent Speaker Recognition—0
Data Generation Using Pass-phrase-dependent Deep Auto-encoders for Text-Dependent Speaker Verification—0
DEAAN: Disentangled Embedding and Adversarial Adaptation Network for Robust Speaker Representation Learning—0
Decision Making Based on Cohort Scores for Speaker Verification—0
Deep CNN based feature extractor for text-prompted speaker recognition—0
Deepfake audio detection by speaker verification—0
Deep Feature CycleGANs: Speaker Identity Preserving Non-parallel Microphone-Telephone Domain Adaptation for Speaker Verification—0
Deep Generative Variational Autoencoding for Replay Spoof Detection in Automatic Speaker Verification—0
Deep learning-based end-to-end spoken language identification system for domain-mismatched scenario—0
Deep learning methods in speaker recognition: a review—0
Deep neural network based i-vector mapping for speaker verification using short utterances—0
Deep Neural Network Embeddings with Gating Mechanisms for Text-Independent Speaker Verification—0
Deep Representation Decomposition for Rate-Invariant Speaker Verification—0
Deep Speaker Embedding Learning with Multi-Level Pooling for Text-Independent Speaker Verification—0
Deep Speaker Embeddings for Far-Field Speaker Recognition on Short Utterances—0
Deep Speaker Feature Learning for Text-independent Speaker Verification—0
Deep Speaker Vectors for Semi Text-independent Speaker Verification—0
Deep Speaker Verification: Do We Need End to End?—0
Deep Speaker Verification Model for Low-Resource Languages and Vietnamese Dataset—0
Defend Data Poisoning Attacks on Voice Authentication—0
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All datasetsVoxCelebVoxCeleb1CALLHOMECN-CELEBASVspoof 2019 - LAVibraVox (forehead accelerometer)VibraVox (headset microphone)VibraVox (rigid in-ear microphone)VibraVox (soft in-ear microphone)VibraVox (temple vibration pickup)VibraVox (throat microphone)VoxCeleb2

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Multi Task SSLEER1.98—Unverified
2ReDimNet-B0-LM (1.0M)EER1.16—Unverified
3TitanNet -SEER1.15—Unverified
4ReDimNet-B0-LM-ASNorm (1.0M)EER1.07—Unverified
5SpeechNASEER1.02—Unverified
6ReDimNet-B1-LM (2.2M)EER0.85—Unverified
7TitanNet -MEER0.81—Unverified
8ReDimNet-B1-LM-ASNorm (2.2M)EER0.73—Unverified
9TitanNet -LEER0.68—Unverified
10ReDimNet-B2-SF2-LM (4.7M)EER0.57—Unverified
#ModelMetricClaimedVerifiedStatus
1Fine-tuned HuBERT LargeEER2.36—Unverified
2ReDimNet-B0-LM (1.0M)EER1.16—Unverified
3ReDimNet-B0-LM-ASNorm (1.0M)EER1.07—Unverified
4SpeechNASEER1.02—Unverified
5ReDimNet-B1-LM (2.2M)EER0.85—Unverified
6ReDimNet-B1-LM-ASNorm (2.2M)EER0.73—Unverified
7ReDimNet-B2-SF2-LM (4.7M)EER0.57—Unverified
8ReDimNet-B2-SF2-LM-ASNorm (4.7M)EER0.52—Unverified
9ReDimNet-B4-LM (6.3M)EER0.51—Unverified
10ReDimNet-B3-LM (3.0M)EER0.5—Unverified
#ModelMetricClaimedVerifiedStatus
1GE2ECosine EER3.55—Unverified
2Cosine EER2.38—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet with Attention BackendEER10.77—Unverified
2X-Vectors with Attention BackendEER10.12—Unverified
#ModelMetricClaimedVerifiedStatus
1ECAPA-TDNNminDCF0—Unverified
#ModelMetricClaimedVerifiedStatus
1ECAPA2Test EER0.01—Unverified
#ModelMetricClaimedVerifiedStatus
1ECAPA2Test EER0—Unverified
#ModelMetricClaimedVerifiedStatus
1ECAPA2Test EER0.03—Unverified
#ModelMetricClaimedVerifiedStatus
1ECAPA2Test EER0.02—Unverified
#ModelMetricClaimedVerifiedStatus
1ECAPA2Test EER0.08—Unverified
#ModelMetricClaimedVerifiedStatus
1ECAPA2Test EER0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet-50EER100—Unverified