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

Showing 76100 of 435 papers

TitleStatusHype
Private kNN-VC: Interpretable Anonymization of Converted SpeechCode0
COVID-19 Patient Detection from Telephone Quality Speech DataCode0
Pretext Tasks selection for multitask self-supervised speech representation learningCode0
Attention-Based Models for Text-Dependent Speaker VerificationCode0
Inconsistency Ranking-based Noisy Label Detection for High-quality DataCode0
Personal VAD: Speaker-Conditioned Voice Activity DetectionCode0
Prosody-Driven Privacy-Preserving Dementia DetectionCode0
Masked Proxy Loss For Text-Independent Speaker VerificationCode0
Conditional independence for pretext task selection in Self-supervised speech representation learningCode0
Masking Kernel for Learning Energy-Efficient Representations for Speaker Recognition and Mobile HealthCode0
Curricular SincNet: Towards Robust Deep Speaker Recognition by Emphasizing Hard Samples in Latent SpaceCode0
Is Style All You Need? Dependencies Between Emotion and GST-based Speaker RecognitionCode0
Improving fairness in speaker verification via Group-adapted Fusion NetworkCode0
Robust speaker recognition using unsupervised adversarial invarianceCode0
Latent space representation for multi-target speaker detection and identification with a sparse dataset using Triplet neural networksCode0
CoLMbo: Speaker Language Model for Descriptive ProfilingCode0
Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer EncodersCode0
CN-CELEB: a challenging Chinese speaker recognition datasetCode0
Filterbank design for end-to-end speech separationCode0
3D-Speaker-Toolkit: An Open-Source Toolkit for Multimodal Speaker Verification and DiarizationCode0
DeepTalk: Vocal Style Encoding for Speaker Recognition and Speech SynthesisCode0
Deep Speaker Vector Normalization with Maximum Gaussianality TrainingCode0
Delving into VoxCeleb: environment invariant speaker recognitionCode0
Certification of Speaker Recognition Models to Additive PerturbationsCode0
Deep Speaker: an End-to-End Neural Speaker Embedding SystemCode0
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Benchmark Results

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