Binaural speech enhancement using STOI-optimal masks
File(s)
Author(s)
Tokala, Vikas
Brookes, Mike
Naylor, Patrick
Type
Conference Paper
Abstract
STOI-optimal masking has been previously proposed and developed for single-channel speech enhancement. In this paper, we consider the extension to the task of binaural speech enhancement in which the spatial information is known to be important to speech understanding and therefore should be
preserved by the enhancement processing. Masks are estimated for each of the binaural channels individually and a ‘better-ear listening’ mask is computed by choosing the maximum of the two masks. The estimated mask is used to supply probability information about the speech presence in each
time-frequency bin to an Optimally-modified Log Spectral Amplitude (OM-LSA) enhancer. We show that using the pro-posed method for binaural signals with a directional noise not only improves the SNR of the noisy signal but also preserves the binaural cues and intelligibility.
preserved by the enhancement processing. Masks are estimated for each of the binaural channels individually and a ‘better-ear listening’ mask is computed by choosing the maximum of the two masks. The estimated mask is used to supply probability information about the speech presence in each
time-frequency bin to an Optimally-modified Log Spectral Amplitude (OM-LSA) enhancer. We show that using the pro-posed method for binaural signals with a directional noise not only improves the SNR of the noisy signal but also preserves the binaural cues and intelligibility.
Date Issued
2022-10-17
Date Acceptance
2022-07-01
Citation
Proceedings of the International Workshop on Acoustic Signal Enhancement (IWAENC) 2022, 2022, pp.1-5
Publisher
IEEE
Start Page
1
End Page
5
Journal / Book Title
Proceedings of the International Workshop on Acoustic Signal Enhancement (IWAENC) 2022
Copyright Statement
Copyright © 2022 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Identifier
https://ieeexplore.ieee.org/document/9914744
Source
International Workshop on Acoustic Signal Enhancement (IWAENC) 2022
Publication Status
Published
Start Date
2022-09-05
Finish Date
2022-09-08
Coverage Spatial
Bamberg, Germany
Date Publish Online
2022-10-17