Titel:
Titel:
Design of customisable audible brainstem response data for training and testing of audiological AI-software
Autoren:
Autoren:
Koch, Christian, Physikalisch-Technische Bundesanstalt (PTB), Fachbereich 1.6, Schall, ORCID: 0000-0001-6094-2778
Beitragende:
Beitragende:
HostingInstitution: Physikalisch-Technische Bundesanstalt (PTB), ISNI: 0000 0001 2186 1887
Sprachen:
Sprachen:
de
DOI:
DOI:
10.7795/710.20260210
Art der Ressource:
Art der Ressource:
PTB: Messdaten, DINI: ResearchData, DataCite: Dataset
Verlag:
Verlag:
Physikalisch-Technische Bundesanstalt (PTB)
Rechte:
Rechte:
https://creativecommons.org/licenses/by/4.0/
CC-BY 4.0 International
Datumsangaben:
Datumsangaben:
Verfügbar: 2026-02-10
Klassifikationen:
Klassifikationen:
PACS 43.64. +r Physiological acoustics
Datei:
Datei:
Datei herunterladen (application/zip) 448.3 MB
MD5 Prüfsumme: cea03ea774e554be59e1a9a13496430d
SHA256 Prüfsumme: f3c2af08a95d27ac4233045a2eb61516775c88ab9ecd577b2721229ead0130da
Stichwörter:
Stichwörter:
electroencephalography ; auditory brainstem response ; data augmentation
Zusammenfassung:
Zusammenfassung:
This document comprises a compendium of the design of electroencephalography data for an application to train and test deep-learning networks to be applied on auditory brainstem responses. Despite their essentially artificial nature, the data are derived from experimental sources and are representative of the characteristic behaviour of audiological practice. It is possible to customise them to meet specific requirements, such as different levels of loudness, noise levels, and the amplitude and latency relationship between the six waves, which is characteristic of the responses. The data set under consideration comprises a total of 105 time series, which are divided into three distinct loudness classes: loud (70 dB), medium loud (50 dB), and silent (30 dB).

Autoren

Koch, Christian, Physikalisch-Technische Bundesanstalt (PTB), Fachbereich 1.6, Schall, ORCID: 0000-0001-6094-2778

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