3 papers
eess.SP2020
Semi-Blind Source Separation for Nonlinear Acoustic Echo Cancellation
Guoliang Cheng, Lele Liao, Hongsheng Chen +1
The mismatch between the numerical and actual nonlinear models is a challenge to nonlinear acoustic echo cancellation (NAEC) when the nonlinear adaptive filter is utilized. To alle…
cs.SD2020
Efficient Independent Vector Extraction of Dominant Target Speech
Lele Liao, Zhaoyi Gu, Jing Lu
The complete decomposition performed by blind source separation is computationally demanding and superfluous when only the speech of one specific target speaker is desired. In this…
eess.AS2020
Target Speech Extraction Based on Blind Source Separation and X-vector-based Speaker Selection Trained with Data Augmentation
Zhaoyi Gu, Lele Liao, Kai Chen +1
Extracting the desired speech from a mixture is a meaningful and challenging task. The end-to-end DNN-based methods, though attractive, face the problem of generalization. In this…