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 351–400 of 746 papers

TitleStatusHype
Attention-based conditioning methods using variable frame rate for style-robust speaker verification—0
Attentive Statistics Pooling for Deep Speaker Embedding—0
Audio Anti-spoofing Using a Simple Attention Module and Joint Optimization Based on Additive Angular Margin Loss and Meta-learning—0
Audio-replay attack detection countermeasures—0
Audio-Visual Speaker Verification via Joint Cross-Attention—0
A Unified Deep Learning Framework for Short-Duration Speaker Verification in Adverse Environments—0
Automatic Detection of Speech Sound Disorder in Child Speech Using Posterior-based Speaker Representations—0
Automatic Evaluation of Speaker Similarity—0
Bayesian Learning for Domain-Invariant Speaker Verification and Anti-Spoofing—0
Bayesian x-vector: Bayesian Neural Network based x-vector System for Speaker Verification—0
Behavioral Analysis of Pathological Speaker Embeddings of Patients During Oncological Treatment of Oral Cancer—0
Best Practices for Noise-Based Augmentation to Improve the Performance of Deployable Speech-Based Emotion Recognition Systems—0
Bidirectional Multiscale Feature Aggregation for Speaker Verification—0
Bilingual Text-dependent Speaker Verification with Pre-trained Models for TdSV Challenge 2024—0
Binary Neural Network for Speaker Verification—0
Binary Speaker Embedding—0
Bootstrap Equilibrium and Probabilistic Speaker Representation Learning for Self-supervised Speaker Verification—0
C3-DINO: Joint Contrastive and Non-contrastive Self-Supervised Learning for Speaker Verification—0
CAARMA: Class Augmentation with Adversarial Mixup Regularization—0
CA-MHFA: A Context-Aware Multi-Head Factorized Attentive Pooling for SSL-Based Speaker Verification—0
Can We Use Speaker Recognition Technology to Attack Itself? Enhancing Mimicry Attacks Using Automatic Target Speaker Selection—0
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
Text-Independent Speaker Verification Using Long Short-Term Memory Networks—0
Texture-based Presentation Attack Detection for Automatic Speaker Verification—0
The Ambiguous World of Emotion Representation—0
ASVspoof 2019: A large-scale public database of synthesized, converted and replayed speech—0
The Database and Benchmark for the Source Speaker Tracing Challenge 2024—0
The defender's perspective on automatic speaker verification: An overview—0
The DKU-DukeECE System for the Self-Supervision Speaker Verification Task of the 2021 VoxCeleb Speaker Recognition Challenge—0
The DKU-MSXF Speaker Verification System for the VoxCeleb Speaker Recognition Challenge 2023—0
The DKU-OPPO System for the 2022 Spoofing-Aware Speaker Verification Challenge—0
The DKU System Description for The Interspeech 2021 Auto-KWS Challenge—0
The First VoicePrivacy Attacker Challenge Evaluation Plan—0
The First VoicePrivacy Attacker Challenge—0
The IDLAB VoxCeleb Speaker Recognition Challenge 2021 System Description—0
The JHU submission to VoxSRC-21: Track 3—0
The NPU System for the 2020 Personalized Voice Trigger Challenge—0
The PartialSpoof Database and Countermeasures for the Detection of Short Fake Speech Segments Embedded in an Utterance—0
The Phonexia VoxCeleb Speaker Recognition Challenge 2021 System Description—0
The ReturnZero System for VoxCeleb Speaker Recognition Challenge 2022—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