Speech enhancement for multimicrophone binaural hearing aids aiming to preserve the spatial auditory scene

作者: Joachim Thiemann , Menno Müller , Daniel Marquardt , Simon Doclo , Steven van de Par

DOI: 10.1186/S13634-016-0314-6

关键词:

摘要: Modern binaural hearing aids utilize multimicrophone speech enhancement algorithms to enhance signals in terms of signal-to-noise ratio, but they may distort the interaural cues that allow user localize sources, particular, suppressed interfering sources or background noise. In this paper, we present a novel algorithm enhances target signal while aiming maintain correct spatial rendering both as well We use bimodal approach, where ratio (SNR) estimator controls binary decision mask, switching between output minimum variance distortionless response (MVDR) beamformer and scaled reference microphone signals. show proposed selective (SBB) can maintaining overall acoustic scene.

参考文章(38)
Klaus Reindl, Yuanhang Zheng, Walter Kellermann, Analysis of two generic Wiener filtering concepts for binaural speech enhancement in hearing aids european signal processing conference. pp. 989- 993 ,(2010) , 10.5281/ZENODO.42052
Ulrik Kjems, Jesper Jensen, Maximum likelihood based noise covariance matrix estimation for multi-microphone speech enhancement european signal processing conference. pp. 295- 299 ,(2012) , 10.5281/ZENODO.52549
Volkmar Hamacher, Ulrich Kornagel, Thomas Lotter, Henning Puder, Binaural Signal Processing in Hearing Aids: Technologies and Algorithms John Wiley & Sons, Ltd. pp. 401- 429 ,(2008) , 10.1002/9780470727188.CH14
Daniel Marquardt, Volker Hohmann, Simon Doclo, Interaural coherence preservation in multi-channel wiener filtering-based noise reduction for binaural hearing aids IEEE Transactions on Audio, Speech, and Language Processing. ,vol. 23, pp. 2162- 2176 ,(2015) , 10.1109/TASLP.2015.2471096
K. Uwe Simmer, Joerg Bitzer, Claude Marro, Post-Filtering Techniques Microphone Arrays. pp. 39- 60 ,(2001) , 10.1007/978-3-662-04619-7_3
Simon Doclo, Adam Kuklasiński, Søren Holdt Jensen, Jesper Jensen, Maximum likelihood based multi-channel isotropic reverberation reduction for hearing aids european signal processing conference. pp. 61- 65 ,(2014)
Mathias Dietz, Stephan D. Ewert, Volker Hohmann, Auditory model based direction estimation of concurrent speakers from binaural signals Speech Communication. ,vol. 53, pp. 592- 605 ,(2011) , 10.1016/J.SPECOM.2010.05.006
Daniel Marquardt, Volker Hohmann, Simon Doclo, Coherence preservation in multi-channel Wiener filtering based noise reduction for binaural hearing aids international conference on acoustics, speech, and signal processing. pp. 8648- 8652 ,(2013) , 10.1109/ICASSP.2013.6639354