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 551600 of 746 papers

TitleStatusHype
Defense for Black-box Attacks on Anti-spoofing Models by Self-Supervised LearningCode0
Crossed-Time Delay Neural Network for Speaker RecognitionCode1
Design Choices for X-vector Based Speaker Anonymization0
On Bottleneck Features for Text-Dependent Speaker Verification Using X-vectors0
From Speaker Verification to Multispeaker Speech Synthesis, Deep Transfer with Feedback ConstraintCode1
Multi-Task Network for Noise-Robust Keyword Spotting and Speaker Verification using CTC-based Soft VAD and Global Query Attention0
AutoSpeech: Neural Architecture Search for Speaker RecognitionCode1
Segment Aggregation for short utterances speaker verification using raw waveformsCode0
Cross-modal Speaker Verification and Recognition: A Multilingual Perspective0
Active Voice Authentication0
An explainability study of the constant Q cepstral coefficient spoofing countermeasure for automatic speaker verification0
Bayesian x-vector: Bayesian Neural Network based x-vector System for Speaker Verification0
Improving Multi-Scale Aggregation Using Feature Pyramid Module for Robust Speaker Verification of Variable-Duration Utterances0
Meta-Learning for Short Utterance Speaker Recognition with Imbalance Length PairsCode1
Neural i-vectors0
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
Deep Generative Variational Autoencoding for Replay Spoof Detection in Automatic Speaker Verification0
Improving Embedding Extraction for Speaker Verification with Ladder Network0
Defense against adversarial attacks on spoofing countermeasures of ASV0
LONG RANGE ACOUSTIC AND DEEP FEATURES PERSPECTIVE ON ASVSPOOF 20190
Multi-Task Siamese Neural Network for Improving Replay Attack Detection0
Deep Speaker Embeddings for Far-Field Speaker Recognition on Short Utterances0
Comparison of user models based on GMM-UBM and i-vectors for speech, handwriting, and gait assessment of Parkinson's disease patients0
x-vectors meet emotions: A study on dependencies between emotion and speaker recognition0
NPLDA: A Deep Neural PLDA Model for Speaker VerificationCode1
LEAP System for SRE19 CTS Challenge -- Improvements and Error Analysis0
An initial investigation on optimizing tandem speaker verification and countermeasure systems using reinforcement learningCode1
A Speaker Verification Backend for Improved Calibration Performance across Varying ConditionsCode0
DropClass and DropAdapt: Dropping classes for deep speaker representation learningCode1
MCSAE: Masked Cross Self-Attentive Encoding for Speaker Embedding0
Multi-task Learning for Speaker Verification and Voice Trigger Detection0
Pairwise Discriminative Neural PLDA for Speaker VerificationCode1
Learning Speaker Embedding with Momentum ContrastCode0
Short-duration Speaker Verification (SdSV) Challenge 2021: the Challenge Evaluation Plan0
A Comparison of Features for Replay Attack Detection0
A Multi Purpose and Large Scale Speech Corpus in Persian and English for Speaker and Speech Recognition: the DeepMine Database0
Powerful Speaker Embedding Training Framework by Adversarially Disentangled Identity Representation0
A discriminative condition-aware backend for speaker verification0
Partial AUC optimization based deep speaker embeddings with class-center learning for text-independent speaker verification0
Deep learning methods in speaker recognition: a review0
Evaluating Voice Conversion-based Privacy Protection against Informed Attackers0
Adversarial Attacks on GMM i-vector based Speaker Verification SystemsCode0
ASVspoof 2019: A large-scale public database of synthesized, converted and replayed speech0
What does a network layer hear? Analyzing hidden representations of end-to-end ASR through speech synthesisCode0
Voice Biometrics Security: Extrapolating False Alarm Rate via Hierarchical Bayesian Modeling of Speaker Verification Scores0
Robust speaker recognition using unsupervised adversarial invarianceCode0
Mixture factorized auto-encoder for unsupervised hierarchical deep factorization of speech signal0
Replay Spoofing Countermeasure Using Autoencoder and Siamese Network on ASVspoof 2019 Challenge0
Spoofing Speaker Verification Systems with Deep Multi-speaker Text-to-speech SynthesisCode0
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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