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 151–200 of 435 papers

TitleStatusHype
Merkel Podcast Corpus: A Multimodal Dataset Compiled from 16 Years of Angela Merkel’s Weekly Video PodcastsCode1
WeCanTalk: A New Multi-language, Multi-modal Resource for Speaker Recognition—0
Far-Field Speaker Recognition Benchmark Derived From The DiPCo Corpus—0
Merkel Podcast Corpus: A Multimodal Dataset Compiled from 16 Years of Angela Merkel's Weekly Video PodcastsCode1
PaddleSpeech: An Easy-to-Use All-in-One Speech ToolkitCode6
Dynamic Recognition of Speakers for Consent Management by Contrastive Embedding Replay—0
Speaker Recognition in the WildCode1
Baselines and Protocols for Household Speaker RecognitionCode0
Why does Self-Supervised Learning for Speech Recognition Benefit Speaker Recognition?—0
Graph Convolutional Network Based Semi-Supervised Learning on Multi-Speaker Meeting Data—0
The NIST CTS Speaker Recognition Challenge—0
The 2021 NIST Speaker Recognition Evaluation—0
Disentangled Speech Representation Learning Based on Factorized Hierarchical Variational Autoencoder with Self-Supervised Objective—0
Robust Speaker Recognition with Transformers Using wav2vec 2.0—0
Training speaker recognition systems with limited dataCode1
Probabilistic Spherical Discriminant Analysis: An Alternative to PLDA for length-normalized embeddingsCode1
Curriculum learning for self-supervised speaker verification—0
To train or not to train adversarially: A study of bias mitigation strategies for speaker recognitionCode0
Pushing the limits of raw waveform speaker recognitionCode3
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
Speaker recognition improvement using blind inversion of distortions—0
State-of-the-art in speaker recognition—0
Improving fairness in speaker verification via Group-adapted Fusion NetworkCode0
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
Bias in Automated Speaker RecognitionCode1
Voice Quality and Pitch Features in Transformer-Based Speech Recognition—0
HLT-NUS SUBMISSION FOR 2020 NIST Conversational Telephone Speech SRECode1
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
Self-supervised Speaker Recognition with Loss-gated LearningCode1
Temporal Dynamic Convolutional Neural Network for Text-Independent Speaker Verification and Phonemetic AnalysisCode1
Assurance Monitoring of Learning Enabled Cyber-Physical Systems Using Inductive Conformal Prediction based on Distance Learning—0
Fine-tuning wav2vec2 for speaker recognitionCode1
North America Bixby Speaker Diarization System for the VoxCeleb Speaker Recognition Challenge 2021—0
The JHU submission to VoxSRC-21: Track 3—0
VoxCeleb Enrichment for Age and Gender RecognitionCode1
"Hello, It's Me": Deep Learning-based Speech Synthesis Attacks in the Real World—0
SpeechNAS: Towards Better Trade-off between Latency and Accuracy for Large-Scale Speaker VerificationCode1
The IDLAB VoxCeleb Speaker Recognition Challenge 2021 System Description—0
Multilingual Audio-Visual Smartphone Dataset And Evaluation—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
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Benchmark Results

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