Research Explorer

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Researcher

Siyuan Song

Publications & Research Data

Awards & Distinctions

11 Results

2025

Novel training paradigm and ablation study on integrating background noise with variable accuracy for noise-aware speech enhancement

Siyuan SongHaixin ZhaoNilesh Madhu

Target speaker extraction: the importance of a powerful extractor and content-informed embeddings

Elias De SouterStijn KindtKaixuan YangHaixin ZhaoSiyuan SongYanjue SongNilesh Madhu

Towards audio context-aware hearing augmentation

Siyuan SongNilesh MadhuKris Demuynck

2024

Investigation on system bandwidth for DNN-based binaural sound localisation for hearing AIDS

Jonas Van DammeStijn KindtSiyuan SongJasper MaesNilesh Madhu

Robust detection of background acoustic scene in the presence of foreground speech

Siyuan SongYanjue SongNilesh Madhu

A1 Journal Article in APPLIED SCIENCES-BASEL

2023

Comparative study of LC3plus and Lyra codec on DNN-based source localisation for hearing aids

Siyuan SongStijn KindtJasper MaesAlexander BohlenderNilesh Madhu

Influence of lossy speech codecs on hearing-aid, binaural sound source localisation using DNNS

Siyuan SongStijn KindtJasper MaesAlexander BohlenderNilesh Madhu

Investigating spherical head models to simulate binaural room impulses for training deep neural networks

Jasper MaesSiyuan SongStijn KindtPieter-Jan MaesBruno MasieroNilesh Madhu

2022

SoftVAD in iVector-based acoustic scene classification for robustness to foreground speech

Siyuan SongBrecht DesplanquesKris DemuynckNilesh Madhu

2021

Foreground speech robustness for audio scene classification

Siyuan SongBrecht DesplanquesNilesh Madhu

Robust acoustic scene classification in the presence of active foreground speech

Siyuan SongBrecht DesplanquesCelest De MoorKris DemuynckNilesh Madhu