most citedA Real-time Speaker Diarization System Based on Spatial Spectrum

17 citations · 29 across the 5 of their papers we have counts for

collaborators

5 papers

cs.SD2022

Summary On The ICASSP 2022 Multi-Channel Multi-Party Meeting Transcription Grand Challenge

Fan Yu, Shiliang Zhang, Pengcheng Guo +13

The ICASSP 2022 Multi-channel Multi-party Meeting Transcription Grand Challenge (M2MeT) focuses on one of the most valuable and the most challenging scenarios of speech technologie…

cs.SD2021★ 1 cited

Speaker Embedding-aware Neural Diarization for Flexible Number of Speakers with Textual Information

Zhihao Du, Shiliang Zhang, Siqi Zheng +2

Overlapping speech diarization is always treated as a multi-label classification problem. In this paper, we reformulate this task as a single-label prediction problem by encoding t…

cs.SD2021★ 11 cited

M2MeT: The ICASSP 2022 Multi-Channel Multi-Party Meeting Transcription Challenge

Fan Yu, Shiliang Zhang, Yihui Fu +9

Recent development of speech processing, such as speech recognition, speaker diarization, etc., has inspired numerous applications of speech technologies. The meeting scenario is o…

cs.SD2021

BeamTransformer: Microphone Array-based Overlapping Speech Detection

Siqi Zheng, Shiliang Zhang, Weilong Huang +5

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

cs.SD2021★ 17 cited

A Real-time Speaker Diarization System Based on Spatial Spectrum

Siqi Zheng, Weilong Huang, Xianliang Wang +3

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