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Dushyant Sharma

2 accepted papers

2022

Spatial Processing Front-End for Distant ASR Exploiting Self-Attention Channel Combinator

ICASSP 2022accepted

We present a novel multi-channel front-end based on channel shortening with the Weighted Prediction Error (WPE) method followed by a fixed MVDR beamformer used in combination with a recently proposed self-attention-based channel combination (SACC) scheme, for tackling the distant ASR problem. We sho…

Cited by 7SourceScholar
2015

Speaker change detection and speaker diarization using spatial information

ICASSP 2015accepted

In this paper, we present a novel speaker change detection and speaker diarization algorithm using spatial information in the form of features derived from estimated Room Impulse Response (RIR)s. A blind system identification approach is used to obtain an estimate of the RIRs, from which the C5 feat…

Cited by 13SourceScholar