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 311–320 of 435 papers

TitleStatusHype
Robust Speaker Recognition with Transformers Using wav2vec 2.0—0
SpeakerStew: Scaling to Many Languages with a Triaged Multilingual Text-Dependent and Text-Independent Speaker Verification System—0
Seeing voices and hearing voices: learning discriminative embeddings using cross-modal self-supervision—0
Self-attention encoding and pooling for speaker recognition—0
Self-FiLM: Conditioning GANs with self-supervised representations for bandwidth extension based speaker recognition—0
Self Multi-Head Attention for Speaker Recognition—0
Curriculum learning for self-supervised speaker verification—0
Self-supervised Speaker Recognition Training Using Human-Machine Dialogues—0
Self-Supervised Training of Speaker Encoder with Multi-Modal Diverse Positive Pairs—0
Semi-supervised acoustic model training for speech with code-switching—0
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Benchmark Results

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