Tweaking autoregressive methods for inpainting of gaps in audio signals

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F26%3A0198878" target="_blank" >RIV/00216305:26220/26:0198878 - isvavai.cz</a>

Result on the web

<a href="https://ieeexplore.ieee.org/document/11226154" target="_blank" >https://ieeexplore.ieee.org/document/11226154</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.23919/EUSIPCO63237.2025.11226154" target="_blank" >10.23919/EUSIPCO63237.2025.11226154</a>

Result language

angličtina

Original language name

Tweaking autoregressive methods for inpainting of gaps in audio signals

Original language description

A novel variant of the Janssen method for audio inpainting is presented and compared to other popular audio inpainting methods based on autoregressive (AR) modeling. Both conceptual differences and practical implications are discussed. The experiments demonstrate the importance of the choice of the AR model estimator, window/context length, and model order. The results show the superiority of the proposed gap-wise Janssen approach using objective metrics, which is confirmed by a listening test.

Czech name

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Czech description

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Type

D - Article in proceedings

CEP classification

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OECD FORD branch

20200 - Electrical engineering, Electronic engineering, Information engineering

Project

<a href="/en/project/GA23-07294S" target="_blank" >GA23-07294S: From perceptron to perception: psychoacoustically motivated audio reconstruction using learned components</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Publication year

2025

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

2025 33rd European Signal Processing Conference (EUSIPCO)

ISBN

978-9-46-459362-4

ISSN

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e-ISSN

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Number of pages

5

Pages from-to

311-315

Publisher name

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Place of publication

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Event location

Isola delle Femmine – Palermo

Event date

Sep 8, 2025

Type of event by nationality

EUR - Evropská akce

UT code for WoS article

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