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 301310 of 435 papers

TitleStatusHype
To Reverse the Gradient or Not: An Empirical Comparison of Adversarial and Multi-task Learning in Speech Recognition0
Towards End-to-End Private Automatic Speaker Recognition0
Late Audio-Visual Fusion for In-The-Wild Speaker Diarization0
Towards Relevance and Sequence Modeling in Language Recognition0
Transforming the Embeddings: A Lightweight Technique for Speech Emotion Recognition Tasks0
Triplet Based Embedding Distance and Similarity Learning for Text-independent Speaker Verification0
Understanding Contrastive Learning Through the Lens of Margins0
UNISOUND System for VoxCeleb Speaker Recognition Challenge 20230
Universal speaker recognition encoders for different speech segments duration0
UniX-Encoder: A Universal X-Channel Speech Encoder for Ad-Hoc Microphone Array Speech Processing0
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Benchmark Results

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