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 271–280 of 435 papers

TitleStatusHype
Fine-grained Early Frequency Attention for Deep Speaker Representation Learning—0
Length- and Noise-aware Training Techniques for Short-utterance Speaker Recognition—0
Estimating Uniqueness of I-Vector Representation of Human Voice—0
DeepVOX: Discovering Features from Raw Audio for Speaker Recognition in Non-ideal Audio Signals—0
They are wearing a mask! Identification of Subjects Wearing a Surgical Mask from their Speech by means of x-vectors and Fisher Vectors—0
DeepSonar: Towards Effective and Robust Detection of AI-Synthesized Fake Voices—0
Compact Speaker Embedding: lrx-vector—0
Audio-visual Speaker Recognition with a Cross-modal Discriminative Network—0
JukeBox: A Multilingual Singer Recognition Dataset—0
A Machine of Few Words -- Interactive Speaker Recognition with Reinforcement Learning—0
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Benchmark Results

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