BeamTransformer: Microphone Array-based Overlapping Speech Detection

no code implementations • 9 Sep 2021 • Siqi Zheng, Shiliang Zhang, Weilong Huang, Qian Chen, Hongbin Suo, Ming Lei, Jinwei Feng, Zhijie Yan

We propose BeamTransformer, an efficient architecture to leverage beamformer's edge in spatial filtering and transformer's capability in context sequence modeling.

A Real-time Speaker Diarization System Based on Spatial Spectrum

no code implementations • 20 Jul 2021 • Siqi Zheng, Weilong Huang, Xianliang Wang, Hongbin Suo, Jinwei Feng, Zhijie Yan

In this paper we describe a speaker diarization system that enables localization and identification of all speakers present in a conversation or meeting.

speaker-diarization Speaker Diarization +1