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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–150 of 435 papers

TitleStatusHype
Bayesian calibration for forensic evidence reporting—0
Deep Speaker Embeddings for Far-Field Speaker Recognition on Short Utterances—0
Attention and DCT based Global Context Modeling for Text-independent Speaker Recognition—0
Deep Speaker Vectors for Semi Text-independent Speaker Verification—0
Black-box Adversarial Attacks on Commercial Speech Platforms with Minimal Information—0
DeepVOX: Discovering Features from Raw Audio for Speaker Recognition in Non-ideal Audio Signals—0
Blind score normalization method for PLDA based speaker recognition—0
Detecting Agreement in Multi-party Conversational AI—0
Detection and Analysis of Content Creator Collaborations in YouTube Videos using Face- and Speaker-Recognition—0
Differences in Speaker Individualising Information between Case Particles and Fillers in Spoken Japanese—0
Discriminatively Re-trained i-vector Extractor for Speaker Recognition—0
Disentangled representation learning for multilingual speaker recognition—0
Disentangled Speaker Representation Learning via Mutual Information Minimization—0
Disentangled Speech Embeddings using Cross-modal Self-supervision—0
Disentangled Speech Representation Learning Based on Factorized Hierarchical Variational Autoencoder with Self-Supervised Objective—0
Disentangling Voice and Content with Self-Supervision for Speaker Recognition—0
Dropout Regularization for Self-Supervised Learning of Transformer Encoder Speech Representation—0
Call My Net 2: A New Resource for Speaker Recognition—0
Dynamic Recognition of Speakers for Consent Management by Contrastive Embedding Replay—0
Data augmentation versus noise compensation for x- vector speaker recognition systems in noisy environments—0
Embeddings for DNN speaker adaptive training—0
End-to-end Recurrent Denoising Autoencoder Embeddings for Speaker Identification—0
End-to-end training of time domain audio separation and recognition—0
Enhancing Open-Set Speaker Identification through Rapid Tuning with Speaker Reciprocal Points and Negative Sample—0
Augmentation adversarial training for self-supervised speaker recognition—0
Estimating Uniqueness of I-Vector Representation of Human Voice—0
An Ensemble SVM-based Approach for Voice Activity Detection—0
I4U Submission to NIST SRE 2018: Leveraging from a Decade of Shared Experiences—0
Audio-visual Speaker Recognition with a Cross-modal Discriminative Network—0
Cross-modal Speaker Verification and Recognition: A Multilingual Perspective—0
A comparative study of several parameterizations for speaker recognition—0
Audio-to-Image Encoding for Improved Voice Characteristic Detection Using Deep Convolutional Neural Networks—0
An Effortless Way To Create Large-Scale Datasets For Famous Speakers—0
A Benchmark for Understanding and Generating Dialogue between Characters in Stories—0
Cosine Scoring with Uncertainty for Neural Speaker Embedding—0
CopyPaste: An Augmentation Method for Speech Emotion Recognition—0
Audio Representation Learning by Distilling Video as Privileged Information—0
Convexity-based Pruning of Speech Representation Models—0
Analyzing Speech Unit Selection for Textless Speech-to-Speech Translation—0
Adversarial defense for deep speaker recognition using hybrid adversarial training—0
Human and Machine Speaker Recognition Based on Short Trivial Events—0
I4U System Description for NIST SRE'20 CTS Challenge—0
Contextual Joint Factor Acoustic Embeddings—0
Content-Aware Speaker Embeddings for Speaker Diarisation—0
Attacking Speaker Recognition With Deep Generative Models—0
Constrained speaker linking—0
Asymmetric and trial-dependent modeling: the contribution of LIA to SdSV Challenge Task 2—0
Analysis of DNN Speech Signal Enhancement for Robust Speaker Recognition—0
Graph Neural Network Backend for Speaker Recognition—0
Graph-based Label Propagation for Semi-Supervised Speaker Identification—0
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Benchmark Results

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