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Electrical Engineering and Systems Science > Audio and Speech Processing

Title: On the Use of Autoregressive Methods for Audio Inpainting

Abstract: The paper presents an evaluation of popular audio inpainting methods based on autoregressive modelling, namely, extrapolation-based and Janssen methods. A novel variant of the Janssen method suitable for gap inpainting is also proposed. The main differences between the particular popular approaches are pointed out, and a mid-scale computational experiment is presented. The results demonstrate the importance of the choice of the AR model estimator and the suitability of the new gap-wise Janssen method.
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)
Cite as: arXiv:2403.04433 [eess.AS]
  (or arXiv:2403.04433v1 [eess.AS] for this version)

Submission history

From: Ondřej Mokrý [view email]
[v1] Thu, 7 Mar 2024 12:06:19 GMT (165kb)

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