Search Results for author: Mounya Elhilali

Found 2 papers, 2 papers with code

DPM-TSE: A Diffusion Probabilistic Model for Target Sound Extraction

1 code implementation6 Oct 2023 Jiarui Hai, Helin Wang, Dongchao Yang, Karan Thakkar, Najim Dehak, Mounya Elhilali

Common target sound extraction (TSE) approaches primarily relied on discriminative approaches in order to separate the target sound while minimizing interference from the unwanted sources, with varying success in separating the target from the background.

Target Sound Extraction

Cross-Referencing Self-Training Network for Sound Event Detection in Audio Mixtures

1 code implementation27 May 2021 Sangwook Park, David K. Han, Mounya Elhilali

Sound event detection is an important facet of audio tagging that aims to identify sounds of interest and define both the sound category and time boundaries for each sound event in a continuous recording.

Audio Tagging Event Detection +1

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