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 451–500 of 746 papers

TitleStatusHype
Squeezing value of cross-domain labels: a decoupled scoring approach for speaker verification—0
SSAVSV: Towards Unified Model for Self-Supervised Audio-Visual Speaker Verification—0
SSPS: Self-Supervised Positive Sampling for Robust Self-Supervised Speaker Verification—0
State-of-the-art Embeddings with Video-free Segmentation of the Source VoxCeleb Data—0
STC Anti-spoofing Systems for the ASVspoof 2015 Challenge—0
STC speaker recognition systems for the NIST SRE 2021—0
Studying squeeze-and-excitation used in CNN for speaker verification—0
Study on the Fairness of Speaker Verification Systems on Underrepresented Accents in English—0
Study on the temporal pooling used in deep neural networks for speaker verification—0
Supervector Compression Strategies to Speed up I-Vector System Development—0
Supervised and Unsupervised Alignments for Spoofing Behavioral Biometrics—0
SuperVoice: Text-Independent Speaker Verification Using Ultrasound Energy in Human Speech—0
SUT Submission for NIST 2016 Speaker Recognition Evaluation: Description and Analysis—0
SUT System Description for Anti-Spoofing 2017 Challenge—0
S-vectors and TESA: Speaker Embeddings and a Speaker Authenticator Based on Transformer Encoder—0
SVVAD: Personal Voice Activity Detection for Speaker Verification—0
SynCLR: A Synthesis Framework for Contrastive Learning of out-of-domain Speech Representations—0
SyntheticPop: Attacking Speaker Verification Systems With Synthetic VoicePops—0
Tackling Spoofing-Aware Speaker Verification with Multi-Model Fusion—0
Tackling the Score Shift in Cross-Lingual Speaker Verification by Exploiting Language Information—0
Tandem Assessment of Spoofing Countermeasures and Automatic Speaker Verification: Fundamentals—0
Tandem spoofing-robust automatic speaker verification based on time-domain embeddings—0
Task-aware Warping Factors in Mask-based Speech Enhancement—0
Text-dependent Speaker Verification (TdSV) Challenge 2024: Challenge Evaluation Plan—0
Text-Independent Speaker Verification Based on Deep Neural Networks and Segmental Dynamic Time Warping—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
The Royalflush System for VoxCeleb Speaker Recognition Challenge 2022—0
The SpeakIn Speaker Verification System for Far-Field Speaker Verification Challenge 2022—0
The SpeakIn System Description for CNSRC2022—0
The SVASR System for Text-dependent Speaker Verification (TdSV) AAIC Challenge 2024—0
The SYSU System for the Interspeech 2015 Automatic Speaker Verification Spoofing and Countermeasures Challenge—0
The UPC Speaker Verification System Submitted to VoxCeleb Speaker Recognition Challenge 2020 (VoxSRC-20)—0
The Vicomtech Spoofing-Aware Biometric System for the SASV Challenge—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