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

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Showing 11–20 of 435 papers

TitleStatusHype
Leveraging speaker attribute information using multi task learning for speaker verification and diarizationCode1
Merkel Podcast Corpus: A Multimodal Dataset Compiled from 16 Years of Angela Merkel's Weekly Video PodcastsCode1
Merkel Podcast Corpus: A Multimodal Dataset Compiled from 16 Years of Angela Merkel’s Weekly Video PodcastsCode1
Meta-Learning for Short Utterance Speaker Recognition with Imbalance Length PairsCode1
NPLDA: A Deep Neural PLDA Model for Speaker VerificationCode1
Fine-tuning wav2vec2 for speaker recognitionCode1
Exploring Deep Learning for Joint Audio-Visual Lip BiometricsCode1
Frame-level speaker embeddings for text-independent speaker recognition and analysis of end-to-end modelCode1
BERTphone: Phonetically-Aware Encoder Representations for Utterance-Level Speaker and Language RecognitionCode1
Adversarial Attack and Defense Strategies for Deep Speaker Recognition SystemsCode1
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Benchmark Results

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