JOURNAL ARTICLE

Speech enhancement with ad-hoc microphone array using single source activity

Abstract

In this paper, we propose a method for synchronizing asynchronous channels in an ad-hoc microphone array based on single source activity for speech enhancement. An ad-hoc microphone array can include multiple recording devices, which do not communicate with each other. Therefore, their synchronization is a significant issue when using the conventional microphone array technique. We here assume that we know two or more segments (typically the beginning and the end of the recording) where only the sound source is active. Based on this situation, we compensate for the difference between the start and end of the recording and the sampling frequency mismatch. We also describe experimental results for speech enhancement with a maximum SNR beamformer.

Keywords:
Synchronizing Computer science Microphone array Microphone Asynchronous communication Speech recognition Synchronization (alternating current) Speech enhancement Noise-canceling microphone Acoustics Background noise Telecommunications Transmission (telecommunications) Physics

Metrics

15
Cited By
1.77
FWCI (Field Weighted Citation Impact)
11
Refs
0.86
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Speech and Audio Processing
Physical Sciences →  Computer Science →  Signal Processing
Advanced Adaptive Filtering Techniques
Physical Sciences →  Engineering →  Computational Mechanics
Indoor and Outdoor Localization Technologies
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
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