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 76100 of 746 papers

TitleStatusHype
FragmentVC: Any-to-Any Voice Conversion by End-to-End Extracting and Fusing Fine-Grained Voice Fragments With AttentionCode1
Y-Vector: Multiscale Waveform Encoder for Speaker EmbeddingCode1
Backdoor Attack against Speaker VerificationCode1
Unsupervised Representation Learning for Speaker Recognition via Contrastive Equilibrium LearningCode1
A Fully Tensorized Recurrent Neural NetworkCode1
Sum-Product Networks for Robust Automatic Speaker IdentificationCode1
Neural PLDA Modeling for End-to-End Speaker VerificationCode1
Audio Spoofing Verification using Deep Convolutional Neural Networks by Transfer LearningCode1
Deep multi-metric learning for text-independent speaker verificationCode1
Dynamically Mitigating Data Discrepancy with Balanced Focal Loss for Replay Attack DetectionCode1
Crossed-Time Delay Neural Network for Speaker RecognitionCode1
From Speaker Verification to Multispeaker Speech Synthesis, Deep Transfer with Feedback ConstraintCode1
AutoSpeech: Neural Architecture Search for Speaker RecognitionCode1
Meta-Learning for Short Utterance Speaker Recognition with Imbalance Length PairsCode1
Improved RawNet with Feature Map Scaling for Text-independent Speaker Verification using Raw WaveformsCode1
A Comparison of Metric Learning Loss Functions for End-To-End Speaker VerificationCode1
NPLDA: A Deep Neural PLDA Model for Speaker VerificationCode1
An initial investigation on optimizing tandem speaker verification and countermeasure systems using reinforcement learningCode1
DropClass and DropAdapt: Dropping classes for deep speaker representation learningCode1
Pairwise Discriminative Neural PLDA for Speaker VerificationCode1
RawNet: Advanced end-to-end deep neural network using raw waveforms for text-independent speaker verificationCode1
ASVspoof 2019: Future Horizons in Spoofed and Fake Audio DetectionCode1
An Unsupervised Autoregressive Model for Speech Representation LearningCode1
Speaker Recognition from Raw Waveform with SincNetCode1
Speaker Diarization with LSTMCode1
Show:102550
← PrevPage 4 of 30Next →

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