Abstract

Abstract In this article, the authors propose an optimally designed fixed beamformer (BF) for stereophonic acoustic echo cancelation (SAEC) in real hands-free communication applications. Several contributions related to the combination of beamforming and echo cancelation have appeared in the literature so far, but, up to the authors’ knowledge, the idea of using optimal fixed BFs in a real-time SAEC system both for echo reduction and stereophonic audio rendering is first addressed in this contribution. The employment of such designed BFs allows positively addressing both issues, as the several simulated and real tests seem to confirm. In particular, the stereo-recording quality attainable through the proposed approach has been preliminarily evaluated by means of subjective listening tests. Moreover, the overall system robustness against microphone array imperfections and noise presence has been experimentally evaluated. This allowed the authors to implement a real hands-free communication system in which the usage of the proposed beamforming technique has proven its superiority with respect to the usual two-microphone one in terms of echo reduction, and guaranteeing a comparable spatial image. Moreover, the proposed framework requires a low computational cost increment with regard to the baseline approach, since only few extra filtering operations with short filters need to be executed. Nevertheless, according to the performed simulations, the BF-based SAEC configuration seems to not require the signal decorrelation module, resulting in an overall computational saving.

Highlights

  • Nowadays, the flexibility provided by hands-free communication devices has revolutionized the way humans communicate

  • This study proposes a fixed beamforming algorithm to be included within the stereophonic acoustic echo cancelation (SAEC) system, typically composed of the decorrelation block, the adaptive filters, and the double-talk detection module

  • This is even more evident if we look at the echo return loss enhancement (ERLE) trends reported in Figure 7, corresponding to two different stereophonic configurations using hypercardioid microphones and with/without decorrelation module

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Summary

Introduction

The flexibility provided by hands-free communication devices has revolutionized the way humans communicate. Microphones arrays have been used to enhance stereophonic teleconferencing in [11] In this contribution a very low computational cost solution based on two optimally designed fixed BFs is proposed to suitably deal with real-life teleconferencing scenarios, where speakers are in two different rooms equipped with a large television display and there are audio recording microphones on the top of the screen and two loudspeakers for stereo reproduction on its sides. 2.1 Fixed beamforming algorithm The present section is devoted to the description of the approach used to develop two broadband linear array beamformers characterized by complementary beampatterns Such a spatial complementarity is aimed at obtaining a stereophonic sound recording capability. It is worth noting that it is possible to develop an efficient CMLT implementation taking advantage of the FFT algorithm, providing a suitable solution for real-time scenarios [21]

Adaptive filtering algorithm
Conclusions
23. Intel Corporation
28. International Telecommunications Union
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