ECAPA-TDNN Embeddings for Speaker Recognition
Jingxiang Guo, Jinxuan Zhu, Sixu Lin, Shi Feng · 2024
This paper proposes novel robust speaker recognition pipelines to tackle the problem of far-field speaker recognition in reverberation and noise to the Robovox dataset. Specifically, we explored methods including I-vector, X-vector, and ECAPA-TDNN, with the ECAPA-TDNN method demonstrating exceptional performance. The paper details the comprehensive process of our preparation and experiment.