Abstract
Adaptive beamforming is widely used for speech enhancement in telephony and speech recognition applications. We focus on scenarios with a single desired speaker in a non-stationary environmental noise. Many modern beamformers are designed using the desired speaker transfer function (TF), or the respective relative transfer function (RTF). If the relative source position is fixed, tracking the RTF can be avoided. On top of reducing the computational complexity' this may also circumvent the beamformer from enhancing competing sources. In this work, to target such applications, we propose a technique for obtaining a spatially robust generalized sidelobe canceler (GSC) beamformer with controlled white noise gain (WNG). The proposed implementation will introduce robustness to mismatch between the assumed and actual RTFs while maintaining sufficiently large WNG. It allows for high flexibility in shaping the desired response, while maintaining low computational complexity.
Original language | English |
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Title of host publication | 16th International Workshop on Acoustic Signal Enhancement, IWAENC 2018 - Proceedings |
Publisher | Institute of Electrical and Electronics Engineers Inc. |
Pages | 231-235 |
Number of pages | 5 |
ISBN (Electronic) | 9781538681510 |
DOIs | |
State | Published - 2 Nov 2018 |
Event | 16th International Workshop on Acoustic Signal Enhancement, IWAENC 2018 - Tokyo, Japan Duration: 17 Sep 2018 → 20 Sep 2018 |
Publication series
Name | 16th International Workshop on Acoustic Signal Enhancement, IWAENC 2018 - Proceedings |
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Conference
Conference | 16th International Workshop on Acoustic Signal Enhancement, IWAENC 2018 |
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Country/Territory | Japan |
City | Tokyo |
Period | 17/09/18 → 20/09/18 |
Bibliographical note
Publisher Copyright:© 2018 IEEE.
Keywords
- Adaptive beamforming
- GSC
- MVDR
- Robustness