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 301–350 of 746 papers

TitleStatusHype
Adaptive Margin Circle Loss for Speaker Verification—0
結合關鍵詞驗證及語者驗證之雲端身份驗證系統 (A Cloud Speaker Authentication System Based on Keyword Verification and Speaker Verification) [In Chinese]—0
Joint domain adaptation and speech bandwidth extension using time-domain GANs for speaker verification—0
I-vector Transformation Using Conditional Generative Adversarial Networks for Short Utterance Speaker Verification—0
Deep CNN based feature extractor for text-prompted speaker recognition—0
Decision Making Based on Cohort Scores for Speaker Verification—0
DEAAN: Disentangled Embedding and Adversarial Adaptation Network for Robust Speaker Representation Learning—0
ASVspoof 2019: spoofing countermeasures for the detection of synthesized, converted and replayed speech—0
A Multi Purpose and Large Scale Speech Corpus in Persian and English for Speaker and Speech Recognition: the DeepMine Database—0
Data Generation Using Pass-phrase-dependent Deep Auto-encoders for Text-Dependent Speaker Verification—0
Investigating Robustness of Adversarial Samples Detection for Automatic Speaker Verification—0
Attention and DCT based Global Context Modeling for Text-independent Speaker Recognition—0
DASA: Difficulty-Aware Semantic Augmentation for Speaker Verification—0
CTEFM-VC: Zero-Shot Voice Conversion Based on Content-Aware Timbre Ensemble Modeling and Flow Matching—0
A Study On Convolutional Neural Network Based End-To-End Replay Anti-Spoofing—0
Amino Acid Classification in 2D NMR Spectra via Acoustic Signal Embeddings—0
Adapting Speaker Embeddings for Speaker Diarisation—0
In search of strong embedding extractors for speaker diarisation—0
CS-Rep: Making Speaker Verification Networks Embracing Re-parameterization—0
A Study on Angular Based Embedding Learning for Text-independent Speaker Verification—0
Incorporating Uncertainty from Speaker Embedding Estimation to Speaker Verification—0
Incorporating speaker embedding and post-filter network for improving speaker similarity of personalized speech synthesis system—0
Incorporating Pass-Phrase Dependent Background Models for Text-Dependent Speaker Verification—0
Cross-modal Speaker Verification and Recognition: A Multilingual Perspective—0
A Lightweight Speaker Recognition System Using Timbre Properties—0
Inclusive Speaker Verification with Adaptive thresholding—0
I-MSV 2022: Indic-Multilingual and Multi-sensor Speaker Verification Challenge—0
Improving Voice Conversion for Dissimilar Speakers Using Perceptual Losses—0
Improving Transformer-based Networks With Locality For Automatic Speaker Verification—0
Incorporation of Speech Duration Information in Score Fusion of Speaker Recognition Systems—0
Improving Text-Independent Speaker Verification with Auxiliary Speakers Using Graph—0
Influence of Mother Tongue on English Accent—0
Improving Target Speaker Extraction with Sparse LDA-transformed Speaker Embeddings—0
Integrated Multi-Level Knowledge Distillation for Enhanced Speaker Verification—0
Cross-lingual Text-independent Speaker Verification using Unsupervised Adversarial Discriminative Domain Adaptation—0
Integrated Replay Spoofing-aware Text-independent Speaker Verification—0
Coupling a generative model with a discriminative learning framework for speaker verification—0
Integrating Frequency Translational Invariance in TDNNs and Frequency Positional Information in 2D ResNets to Enhance Speaker Verification—0
Improving Speaker Verification with Self-Pretrained Transformer Models—0
Investigation of Different Calibration Methods for Deep Speaker Embedding based Verification Systems—0
Investigation of feature processing modules and attention mechanisms in speaker verification system—0
Investigation of Speaker Representation for Target-Speaker Speech Processing—0
Investigation of Synthetic Speech Detection Using Frame- and Segment-Specific Importance Weighting—0
Investigation of Using VAE for i-Vector Speaker Verification—0
Improving speaker verification robustness with synthetic emotional utterances—0
結合I-Vector 及深層神經網路之語者驗證系統 (Text-independent Speaker Verification using a Hybrid I-Vector/DNN Approach) [In Chinese]—0
Cross-lingual Speaker Verification with Deep Feature Learning—0
Joint Bayesian Gaussian discriminant analysis for speaker verification—0
A Spoofing Benchmark for the 2018 Voice Conversion Challenge: Leveraging from Spoofing Countermeasures for Speech Artifact Assessment—0
Adapting End-to-End Neural Speaker Verification to New Languages and Recording Conditions with Adversarial Training—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