| Paper ID | AUD-25.4 |
| Paper Title |
AUDIO DEQUANTIZATION USING (CO)SPARSE (NON)CONVEX METHODS |
| Authors |
Pavel Záviška, Pavel Rajmic, Ondřej Mokrý, Brno University of Technology, Czechia |
| Session | AUD-25: Signal Enhancement and Restoration 2: Audio Coding and Restoration |
| Location | Gather.Town |
| Session Time: | Thursday, 10 June, 16:30 - 17:15 |
| Presentation Time: | Thursday, 10 June, 16:30 - 17:15 |
| Presentation |
Poster
|
| Topic |
Audio and Acoustic Signal Processing: [AUD-SEN] Signal Enhancement and Restoration |
| IEEE Xplore Open Preview |
Click here to view in IEEE Xplore |
| Virtual Presentation |
Click here to watch in the Virtual Conference |
| Abstract |
The paper deals with the hitherto neglected topic of audio dequantization. It reviews the state-of-the-art sparsity-based approaches and proposes several new methods. Convex as well as non-convex approaches are included, and all the presented formulations come in both the synthesis and analysis variants. In the experiments the methods are evaluated using the signal-to-distortion ratio (SDR) and PEMO-Q, a perceptually motivated metric. |
