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 2650 of 435 papers

TitleStatusHype
Speaker embeddings by modeling channel-wise correlationsCode1
TERA: Self-Supervised Learning of Transformer Encoder Representation for SpeechCode1
Toroidal Probabilistic Spherical Discriminant AnalysisCode1
Training speaker recognition systems with limited dataCode1
Universal Adversarial Perturbations Generative Network for Speaker RecognitionCode1
Merkel Podcast Corpus: A Multimodal Dataset Compiled from 16 Years of Angela Merkel's Weekly Video PodcastsCode1
Adversarial Attack and Defense Strategies for Deep Speaker Recognition SystemsCode1
HLT-NUS SUBMISSION FOR 2020 NIST Conversational Telephone Speech SRECode1
Merkel Podcast Corpus: A Multimodal Dataset Compiled from 16 Years of Angela Merkel’s Weekly Video PodcastsCode1
EfficientTDNN: Efficient Architecture Search for Speaker RecognitionCode1
Frame-level speaker embeddings for text-independent speaker recognition and analysis of end-to-end modelCode1
Exploring Deep Learning for Joint Audio-Visual Lip BiometricsCode1
Leveraging speaker attribute information using multi task learning for speaker verification and diarizationCode1
BERTphone: Phonetically-Aware Encoder Representations for Utterance-Level Speaker and Language RecognitionCode1
NPLDA: A Deep Neural PLDA Model for Speaker VerificationCode1
AM-MobileNet1D: A Portable Model for Speaker RecognitionCode1
Probabilistic Back-ends for Online Speaker Recognition and ClusteringCode1
Crossed-Time Delay Neural Network for Speaker RecognitionCode1
Deep Discriminative Feature Learning for Accent RecognitionCode1
Fine-tuning wav2vec2 for speaker recognitionCode1
AutoSpeech: Neural Architecture Search for Speaker RecognitionCode1
Speaker Recognition in the WildCode1
Speaker recognition with two-step multi-modal deep cleansingCode1
Bias in Automated Speaker RecognitionCode1
Meta-Learning for Short Utterance Speaker Recognition with Imbalance Length PairsCode1
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Benchmark Results

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