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
Merkel Podcast Corpus: A Multimodal Dataset Compiled from 16 Years of Angela Merkel’s Weekly Video PodcastsCode1
Neural PLDA Modeling for End-to-End Speaker VerificationCode1
Speech and Speaker Recognition from Raw Waveform with SincNetCode1
OLKAVS: An Open Large-Scale Korean Audio-Visual Speech DatasetCode1
NPLDA: A Deep Neural PLDA Model for Speaker VerificationCode1
Self-supervised Speaker Recognition with Loss-gated LearningCode1
Adversarial Attack and Defense Strategies for Deep Speaker Recognition SystemsCode1
SEC4SR: A Security Analysis Platform for Speaker RecognitionCode1
Speaker anonymisation using the McAdams coefficientCode1
Probabilistic Spherical Discriminant Analysis: An Alternative to PLDA for length-normalized embeddingsCode1
BERTphone: Phonetically-Aware Encoder Representations for Utterance-Level Speaker and Language RecognitionCode1
Bias in Automated Speaker RecognitionCode1
Crossed-Time Delay Neural Network for Speaker RecognitionCode1
AM-MobileNet1D: A Portable Model for Speaker RecognitionCode1
Probabilistic Back-ends for Online Speaker Recognition and ClusteringCode1
EfficientTDNN: Efficient Architecture Search for Speaker RecognitionCode1
Speaker recognition with two-step multi-modal deep cleansingCode1
Exploring Deep Learning for Joint Audio-Visual Lip BiometricsCode1
Fine-tuning wav2vec2 for speaker recognitionCode1
Frame-level speaker embeddings for text-independent speaker recognition and analysis of end-to-end modelCode1
AutoSpeech: Neural Architecture Search for Speaker RecognitionCode1
Deep Discriminative Feature Learning for Accent RecognitionCode1
Leveraging speaker attribute information using multi task learning for speaker verification and diarizationCode1
Temporal Dynamic Convolutional Neural Network for Text-Independent Speaker Verification and Phonemetic AnalysisCode1
Speaker embeddings by modeling channel-wise correlationsCode1
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Benchmark Results

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