Search Results for author: Ragini Sinha

Found 3 papers, 0 papers with code

Speaker-conditioning Single-channel Target Speaker Extraction using Conformer-based Architectures

no code implementations27 May 2022 Ragini Sinha, Marvin Tammen, Christian Rollwage, Simon Doclo

Target speaker extraction aims at extracting the target speaker from a mixture of multiple speakers exploiting auxiliary information about the target speaker.

Reduction of Subjective Listening Effort for TV Broadcast Signals with Recurrent Neural Networks

no code implementations2 Nov 2021 Nils L. Westhausen, Rainer Huber, Hannah Baumgartner, Ragini Sinha, Jan Rennies, Bernd T. Meyer

Listening to the audio of TV broadcast signals can be challenging for hearing-impaired as well as normal-hearing listeners, especially when background sounds are prominent or too loud compared to the speech signal.

Audio Source Separation Speech Enhancement

Speaker-conditioned Target Speaker Extraction based on Customized LSTM Cells

no code implementations9 Apr 2021 Ragini Sinha, Marvin Tammen, Christian Rollwage, Simon Doclo

In this paper, we focus on a single-channel target speaker extraction system based on a CNN-LSTM separator network and a speaker embedder network requiring reference speech of the target speaker.

Cannot find the paper you are looking for? You can Submit a new open access paper.