4 papers
Speech Enhancement with Dual-path Multi-Channel Linear Prediction Filter and Multi-norm Beamforming
Chengyuan Qin, Wenmeng Xiong, Jing Zhou +2
In this paper, we propose a speech enhancement method us ing dual-path Multi-Channel Linear Prediction (MCLP) filters and multi-norm beamforming. Specifically, the MCLP part in the…
SS-BRPE: Self-Supervised Blind Room Parameter Estimation Using Attention Mechanisms
Chunxi Wang, Maoshen Jia, Meiran Li +2
In recent years, dynamic parameterization of acoustic environments has garnered attention in audio processing. This focus includes room volume and reverberation time (RT60), which…
Target Speaker Extraction by Directly Exploiting Contextual Information in the Time-Frequency Domain
Xue Yang, Changchun Bao, Jing Zhou +1
In target speaker extraction, many studies rely on the speaker embedding which is obtained from an enrollment of the target speaker and employed as the guidance. However, solely us…
Exploring the Power of Pure Attention Mechanisms in Blind Room Parameter Estimation
Chunxi Wang, Maoshen Jia, Meiran Li +2
Dynamic parameterization of acoustic environments has drawn widespread attention in the field of audio processing. Precise representation of local room acoustic characteristics is…