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

Showing 401450 of 746 papers

TitleStatusHype
Improving Text-Independent Speaker Verification with Auxiliary Speakers Using Graph0
SpeechNAS: Towards Better Trade-off between Latency and Accuracy for Large-Scale Speaker VerificationCode1
Studying squeeze-and-excitation used in CNN for speaker verification0
The IDLAB VoxCeleb Speaker Recognition Challenge 2021 System Description0
The DKU-DukeECE System for the Self-Supervision Speaker Verification Task of the 2021 VoxCeleb Speaker Recognition Challenge0
FastAudio: A Learnable Audio Front-End for Spoof Speech DetectionCode1
Efficient Attention Branch Network with Combined Loss Function for Automatic Speaker Verification Spoof DetectionCode1
The Phonexia VoxCeleb Speaker Recognition Challenge 2021 System Description0
CTAL: Pre-training Cross-modal Transformer for Audio-and-Language RepresentationsCode1
ASVspoof 2021: Automatic Speaker Verification Spoofing and Countermeasures Challenge Evaluation PlanCode1
Physiological-Physical Feature Fusion for Automatic Voice Spoofing Detection0
ASVspoof 2021: accelerating progress in spoofed and deepfake speech detection0
Task-aware Warping Factors in Mask-based Speech Enhancement0
FDN: Finite Difference Network with Hierarchical Convolutional Features for Text-independent Speaker VerificationCode0
RW-Resnet: A Novel Speech Anti-Spoofing Model Using Raw Waveform0
Analyzing Speaker Information in Self-Supervised Models to Improve Zero-Resource Speech ProcessingCode0
Practical Attacks on Voice Spoofing Countermeasures0
End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake DetectionCode1
SVEva Fair: A Framework for Evaluating Fairness in Speaker VerificationCode1
Use of speaker recognition approaches for learning and evaluating embedding representations of musical instrument soundsCode0
Channel-wise Gated Res2Net: Towards Robust Detection of Synthetic Speech AttacksCode1
Serialized Multi-Layer Multi-Head Attention for Neural Speaker Embedding0
Representation Learning to Classify and Detect Adversarial Attacks against Speaker and Speech Recognition Systems0
MACCIF-TDNN: Multi aspect aggregation of channel and context interdependence features in TDNN-based speaker verification0
Multi-user VoiceFilter-Lite via Attentive Speaker Embedding0
Adversarial Sample Detection for Speaker Verification by Neural VocodersCode1
An Integrated Framework for Two-pass Personalized Voice Trigger0
Phoneme-aware and Channel-wise Attentive Learning for Text DependentSpeaker Verification0
Adaptive Margin Circle Loss for Speaker Verification0
Voting for the right answer: Adversarial defense for speaker verificationCode0
Visualizing Classifier Adjacency Relations: A Case Study in Speaker Verification and Voice Anti-SpoofingCode0
Relational Data Selection for Data Augmentation of Speaker-dependent Multi-band MelGAN Vocoder0
An Attribute-Aligned Strategy for Learning Speech Representation0
An objective evaluation of the effects of recording conditions and speaker characteristics in multi-speaker deep neural speech synthesis0
Speaker verification-derived loss and data augmentation for DNN-based multispeaker speech synthesis0
Improving the Adversarial Robustness for Speaker Verification by Self-Supervised Learning0
Attack on practical speaker verification system using universal adversarial perturbationsCode1
X-Vectors with Multi-Scale Aggregation for Speaker Diarization0
Study on the temporal pooling used in deep neural networks for speaker verification0
Speaker Verification Experiments for Adults and Children Using Shared Embedding Spaces0
Personalized Keyphrase Detection using Speaker and Environment Information0
Protecting gender and identity with disentangled speech representations0
Best Practices for Noise-Based Augmentation to Improve the Performance of Deployable Speech-Based Emotion Recognition Systems0
Continual Learning for Fake Audio Detection0
Learning Metrics from Mean Teacher: A Supervised Learning Method for Improving the Generalization of Speaker Verification System0
The DKU System Description for The Interspeech 2021 Auto-KWS Challenge0
Graph Attention Networks for Anti-Spoofing0
Adapting Speaker Embeddings for Speaker Diarisation0
Siamese Neural Network with Joint Bayesian Model Structure for Speaker Verification0
Binary Neural Network for Speaker Verification0
Show:102550
← PrevPage 9 of 15Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Multi Task SSLEER1.98Unverified
2ReDimNet-B0-LM (1.0M)EER1.16Unverified
3TitanNet -SEER1.15Unverified
4ReDimNet-B0-LM-ASNorm (1.0M)EER1.07Unverified
5SpeechNASEER1.02Unverified
6ReDimNet-B1-LM (2.2M)EER0.85Unverified
7TitanNet -MEER0.81Unverified
8ReDimNet-B1-LM-ASNorm (2.2M)EER0.73Unverified
9TitanNet -LEER0.68Unverified
10ReDimNet-B2-SF2-LM (4.7M)EER0.57Unverified
#ModelMetricClaimedVerifiedStatus
1Fine-tuned HuBERT LargeEER2.36Unverified
2ReDimNet-B0-LM (1.0M)EER1.16Unverified
3ReDimNet-B0-LM-ASNorm (1.0M)EER1.07Unverified
4SpeechNASEER1.02Unverified
5ReDimNet-B1-LM (2.2M)EER0.85Unverified
6ReDimNet-B1-LM-ASNorm (2.2M)EER0.73Unverified
7ReDimNet-B2-SF2-LM (4.7M)EER0.57Unverified
8ReDimNet-B2-SF2-LM-ASNorm (4.7M)EER0.52Unverified
9ReDimNet-B4-LM (6.3M)EER0.51Unverified
10ReDimNet-B3-LM (3.0M)EER0.5Unverified
#ModelMetricClaimedVerifiedStatus
1GE2ECosine EER3.55Unverified
2Cosine EER2.38Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet with Attention BackendEER10.77Unverified
2X-Vectors with Attention BackendEER10.12Unverified
#ModelMetricClaimedVerifiedStatus
1ECAPA-TDNNminDCF0Unverified
#ModelMetricClaimedVerifiedStatus
1ECAPA2Test EER0.01Unverified
#ModelMetricClaimedVerifiedStatus
1ECAPA2Test EER0Unverified
#ModelMetricClaimedVerifiedStatus
1ECAPA2Test EER0.03Unverified
#ModelMetricClaimedVerifiedStatus
1ECAPA2Test EER0.02Unverified
#ModelMetricClaimedVerifiedStatus
1ECAPA2Test EER0.08Unverified
#ModelMetricClaimedVerifiedStatus
1ECAPA2Test EER0.04Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet-50EER100Unverified