Research Explorer

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Researcher

Yanjue Song

Publications & Research Data

Awards & Distinctions

15 Results

2025

Single-channel speech enhancement with prior knowledge

Yanjue SongNilesh MadhuKris Demuynck

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

Elias De SouterStijn KindtKaixuan YangHaixin ZhaoSiyuan SongYanjue SongNilesh Madhu

2024

Enhancing neural speech embeddings for generative speech models

Doyeon KimYanjue SongNilesh MadhuHong-Goo Kang

Evaluation of BLE-based audio broadcasting under probabilistic interference

Mathias BaertBart MoonsJowan PittevilsYanjue SongNilesh MadhuJeroen Hoebeke

A1 Journal Article in COMPUTER COMMUNICATIONS

On the disentanglement and robustness of self-supervised speech representations

Yanjue SongDoyeon KimNilesh MadhuHong-Goo Kang

Phase reconstruction in single channel speech enhancement based on phase gradients and estimated clean-speech amplitudes

Yanjue SongNilesh Madhu

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

Siyuan SongYanjue SongNilesh Madhu

A1 Journal Article in APPLIED SCIENCES-BASEL

Salient sound extraction using deep neural networks predicting complex masks

Tomasz GrzywalskiDick BotteldoorenYanjue SongNilesh Madhu

Spectrum-aware neural vocoder based on self-supervised learning for speech enhancement

Yanjue SongDoyeon KimHong-Goo KangNilesh Madhu

2023

Aiding speech harmonic recovery in DNN-based single channel noise reduction using cepstral excitation manipulation (CEM) components

Yanjue SongNilesh Madhu

Investigations on the optimal estimation of speech envelopes for the two-stage speech enhancement

Yanjue SongNilesh Madhu

A1 Journal Article in SENSORS

2022

Drone ego-noise cancellation for improved speech capture using deep convolutional autoencoder assisted multistage beamforming

Yanjue SongStijn KindtNilesh Madhu

Improved CEM for speech harmonic enhancement in single channel noise suppression

Yanjue SongNilesh Madhu

A1 Journal Article in IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

Investigations on the optimal estimation of speech envelopes in speech enhancement

Yanjue SongNilesh Madhu

Portable and non-intrusive fill-state detection for liquid-freight containers based on vibration signals

Yanjue SongErnest Van HoeckeNilesh Madhu

A1 Journal Article in SENSORS