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 151175 of 435 papers

TitleStatusHype
WeCanTalk: A New Multi-language, Multi-modal Resource for Speaker Recognition0
Merkel Podcast Corpus: A Multimodal Dataset Compiled from 16 Years of Angela Merkel’s Weekly Video PodcastsCode1
Far-Field Speaker Recognition Benchmark Derived From The DiPCo Corpus0
Merkel Podcast Corpus: A Multimodal Dataset Compiled from 16 Years of Angela Merkel's Weekly Video PodcastsCode1
PaddleSpeech: An Easy-to-Use All-in-One Speech ToolkitCode6
Dynamic Recognition of Speakers for Consent Management by Contrastive Embedding Replay0
Speaker Recognition in the WildCode1
Baselines and Protocols for Household Speaker RecognitionCode0
Why does Self-Supervised Learning for Speech Recognition Benefit Speaker Recognition?0
Graph Convolutional Network Based Semi-Supervised Learning on Multi-Speaker Meeting Data0
The 2021 NIST Speaker Recognition Evaluation0
The NIST CTS Speaker Recognition Challenge0
Disentangled Speech Representation Learning Based on Factorized Hierarchical Variational Autoencoder with Self-Supervised Objective0
Robust Speaker Recognition with Transformers Using wav2vec 2.00
Training speaker recognition systems with limited dataCode1
Curriculum learning for self-supervised speaker verification0
Probabilistic Spherical Discriminant Analysis: An Alternative to PLDA for length-normalized embeddingsCode1
To train or not to train adversarially: A study of bias mitigation strategies for speaker recognitionCode0
Pushing the limits of raw waveform speaker recognitionCode3
Speaker recognition by means of a combination of linear and nonlinear predictive models0
On the relevance of language in speaker recognition0
A comparative study of several parameterizations for speaker recognition0
Speaker recognition improvement using blind inversion of distortions0
State-of-the-art in speaker recognition0
Improving fairness in speaker verification via Group-adapted Fusion NetworkCode0
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Benchmark Results

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