Detail publikačního výsledku

Application of Auditory Masking based Speech Denoising in Automotive Environments

MALUCHA, J.

Originální název

Application of Auditory Masking based Speech Denoising in Automotive Environments

Anglický název

Application of Auditory Masking based Speech Denoising in Automotive Environments

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

This paper presents an application experiment of denoising speech in the automotive field. An algorithm based on the auditory masking phenomenon was programmed and deployed for this purpose. Synthetic composite recordings of speech and vehice interior noise were used for three types of vehicles equipped with internal combustion engines - truck, jeep and sports car. The final results after denoising process are evaluated by four speech quality metrics. The trend of quality improvement depending on the SNR of the input noisy signal is examined. A possibility of using denoised speech signals for further speech features analysis is briefly discussed.

Anglický abstrakt

This paper presents an application experiment of denoising speech in the automotive field. An algorithm based on the auditory masking phenomenon was programmed and deployed for this purpose. Synthetic composite recordings of speech and vehice interior noise were used for three types of vehicles equipped with internal combustion engines - truck, jeep and sports car. The final results after denoising process are evaluated by four speech quality metrics. The trend of quality improvement depending on the SNR of the input noisy signal is examined. A possibility of using denoised speech signals for further speech features analysis is briefly discussed.

Klíčová slova

auditory masking; automotive; denoising; speech enhancement

Klíčová slova v angličtině

auditory masking; automotive; denoising; speech enhancement

Autoři

MALUCHA, J.

Rok RIV

2025

Vydáno

23.04.2024

Nakladatel

Brno University of Technology

Místo

Brno

ISBN

978-80-214-6231-1

Kniha

Proceedings of the Conference Student EEICT

Edice

1st

Strany od

221

Strany do

225

Strany počet

5

URL

https://www.eeict.cz/eeict_download/archiv/sborniky/EEICT_2024_sbornik_1.pdf

BibTex

@inproceedings{BUT193535,
  author="Jan {Malucha}",
  title="Application of Auditory Masking based Speech Denoising in Automotive Environments",
  booktitle="Proceedings of the Conference Student EEICT",
  year="2024",
  series="1st",
  number="1",
  pages="221--225",
  publisher="Brno University of Technology",
  address="Brno",
  isbn="978-80-214-6231-1",
  url="https://www.eeict.cz/eeict_download/archiv/sborniky/EEICT_2024_sbornik_1.pdf"
}