Non-stationary noise removal from repeated sweep measurements
Acoustic measurements using sine sweeps are prone to background noise and non-stationary disturbances. Repeated measurements can be averaged to improve the resulting signal-to-noise ratio. However, averaging leads to poor rejection of non-stationary high-energy disturbances and, in the case of a time-variant environment, causes attenuation at high frequencies. This paper proposes a robust method to combine repeated sweep measurements using across-measurement median filtering in the time-frequency domain. The method, called Mosaic, successfully rejects non-stationary noise, suppresses background noise, and is more robust toward time variation than averaging. The proposed method allows high-quality measurement of impulse responses in a noisy environment.
Authors
- Vesa Välimäki (ORCID: https://orcid.org/0000-0002-7869-292X)
- Karolina Prawda (ORCID: https://orcid.org/0000-0003-1026-5486)
- Sebastian J. Schlecht (ORCID: https://orcid.org/0000-0001-8858-4642)
Institutions
- Friedrich-Alexander-Universität Erlangen-Nürnberg (DE)
- Aalto University (FI)
Publication Details
- Journal
- JASA Express Letters
- Published
- 2024-08-01
- DOI
- https://doi.org/10.1121/10.0028203
- Citations
- 4
- Primary Topic
- Speech and Audio Processing
- Type
- article
- Field-Weighted Citation Impact
- 1.40