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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…

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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…

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