SOTAVerified

Speaker Recognition

Speaker Recognition is the process of identifying or confirming the identity of a person given his speech segments.

Source: Margin Matters: Towards More Discriminative Deep Neural Network Embeddings for Speaker Recognition

Papers

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Showing 201–250 of 435 papers

TitleStatusHype
Speaker recognition by means of a combination of linear and nonlinear predictive models—0
On the relevance of language in speaker recognition—0
A comparative study of several parameterizations for speaker recognition—0
State-of-the-art in speaker recognition—0
Improving fairness in speaker verification via Group-adapted Fusion NetworkCode0
Speaker recognition improvement using blind inversion of distortions—0
Multimodal Emotion Recognition using Transfer Learning from Speaker Recognition and BERT-based models—0
Excitement Surfeited Turns to Errors: Deep Learning Testing Framework Based on Excitable NeuronsCode0
Self-supervised Speaker Recognition Training Using Human-Machine Dialogues—0
The CORAL++ Algorithm for Unsupervised Domain Adaptation of Speaker Recogntion—0
Voice Quality and Pitch Features in Transformer-Based Speech Recognition—0
STC speaker recognition systems for the NIST SRE 2021—0
Black-box Adversarial Attacks on Commercial Speech Platforms with Minimal Information—0
Tackling the Score Shift in Cross-Lingual Speaker Verification by Exploiting Language Information—0
Multi-View Self-Attention Based Transformer for Speaker Recognition—0
Assurance Monitoring of Learning Enabled Cyber-Physical Systems Using Inductive Conformal Prediction based on Distance Learning—0
North America Bixby Speaker Diarization System for the VoxCeleb Speaker Recognition Challenge 2021—0
The JHU submission to VoxSRC-21: Track 3—0
"Hello, It's Me": Deep Learning-based Speech Synthesis Attacks in the Real World—0
Multilingual Audio-Visual Smartphone Dataset And Evaluation—0
The IDLAB VoxCeleb Speaker Recognition Challenge 2021 System Description—0
The DKU-DukeECE System for the Self-Supervision Speaker Verification Task of the 2021 VoxCeleb Speaker Recognition Challenge—0
XMUSPEECH System for VoxCeleb Speaker Recognition Challenge 2021—0
The Phonexia VoxCeleb Speaker Recognition Challenge 2021 System Description—0
The DKU-DukeECE-Lenovo System for the Diarization Task of the 2021 VoxCeleb Speaker Recognition Challenge—0
Curricular SincNet: Towards Robust Deep Speaker Recognition by Emphasizing Hard Samples in Latent SpaceCode0
NIST SRE CTS Superset: A large-scale dataset for telephony speaker recognition—0
Xi-Vector Embedding for Speaker Recognition—0
Improved Speech Emotion Recognition using Transfer Learning and Spectrogram Augmentation—0
Use of speaker recognition approaches for learning and evaluating embedding representations of musical instrument soundsCode0
Dropout Regularization for Self-Supervised Learning of Transformer Encoder Speech Representation—0
Representation Learning to Classify and Detect Adversarial Attacks against Speaker and Speech Recognition Systems—0
Pretext Tasks selection for multitask self-supervised speech representation learningCode0
What do End-to-End Speech Models Learn about Speaker, Language and Channel Information? A Layer-wise and Neuron-level Analysis—0
Fusion of Embeddings Networks for Robust Combination of Text Dependent and Independent Speaker Recognition—0
Graph-based Label Propagation for Semi-Supervised Speaker Identification—0
PF-Net: Personalized Filter for Speaker Recognition from Raw WaveformCode0
Utterance partitioning for speaker recognition: an experimental review and analysis with new findings under GMM-SVM framework—0
Improving Fairness in Speaker Recognition—0
Conditional independence for pretext task selection in Self-supervised speech representation learningCode0
Dr-Vectors: Decision Residual Networks and an Improved Loss for Speaker Recognition—0
SpeakerStew: Scaling to Many Languages with a Triaged Multilingual Text-Dependent and Text-Independent Speaker Verification System—0
Semi Supervised Learning For Few-shot Audio Classification By Episodic Triplet Mining—0
Content-Aware Speaker Embeddings for Speaker Diarisation—0
U-vectors: Generating clusterable speaker embedding from unlabeled dataCode0
Study of Pre-processing Defenses against Adversarial Attacks on State-of-the-art Speaker Recognition Systems—0
VoxSRC 2020: The Second VoxCeleb Speaker Recognition Challenge—0
DeepTalk: Vocal Style Encoding for Speaker Recognition and Speech SynthesisCode0
Speaker Recognition Based on Deep Learning: An Overview—0
Synth2Aug: Cross-domain speaker recognition with TTS synthesized speech—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1w2v2-aamEER1.88—Unverified
2WavLM+ECAPA-TDNNEER0.39—Unverified