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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

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 81–90 of 435 papers

Title	Date	Tasks	Status	Hype	Score
Improving fairness in speaker verification via Group-adapted Fusion Network	Feb 23, 2022	FairnessSpeaker Recognition	CodeCode Available	0	5
Latent space representation for multi-target speaker detection and identification with a sparse dataset using Triplet neural networks	Oct 1, 2019	Speaker IdentificationSpeaker Recognition	CodeCode Available	0	5
CoLMbo: Speaker Language Model for Descriptive Profiling	Jun 11, 2025	DescriptiveLanguage Modeling	CodeCode Available	0	5
Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer Encoders	Oct 25, 2019	General ClassificationRepresentation Learning	CodeCode Available	0	5
CN-CELEB: a challenging Chinese speaker recognition dataset	Oct 31, 2019	Speaker Recognition	CodeCode Available	0	5
Curricular SincNet: Towards Robust Deep Speaker Recognition by Emphasizing Hard Samples in Latent Space	Aug 21, 2021	Face RecognitionSpeaker Recognition	CodeCode Available	0	5
Filterbank design for end-to-end speech separation	Oct 23, 2019	Speaker RecognitionSpeech Separation	CodeCode Available	0	5
DeepTalk: Vocal Style Encoding for Speaker Recognition and Speech Synthesis	Dec 9, 2020	Speaker RecognitionSpeech Synthesis	CodeCode Available	0	5
Excitement Surfeited Turns to Errors: Deep Learning Testing Framework Based on Excitable Neurons	Feb 12, 2022	image-classificationImage Classification	CodeCode Available	0	5
Deep Normalization for Speaker Vectors	Apr 7, 2020	Speaker Recognition	CodeCode Available	0	5

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	w2v2-aam	EER	1.88	—	Unverified
2	WavLM+ECAPA-TDNN	EER	0.39	—	Unverified