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-# ECAPA2 Speaker Embedding and Hierarchical Feature Extractor
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+<!--- # ECAPA2 Speaker Embedding Extractor -->
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+Link to paper: [ECAPA2: A Hybrid Neural Network Architecture and Training Strategy for Robust Speaker Embeddings](https://arxiv.org/abs/2401.08342).
 
 ECAPA2 is a hybrid neural network architecture and training strategy for generating robust speaker embeddings. 
 The provided pre-trained model has an easy-to-use API to extract speaker embeddings and other hierarchical features. More information can be found in our original ECAPA2 paper.