Literature DB >> 24606243

Towards undistorted and noise-free speech in an MRI scanner: correlation subtraction followed by spectral noise gating.

Joshua M Inouye1, Silvia S Blemker1, David I Inouye2.   

Abstract

Noise cancellation in an MRI environment is difficult due to the high noise levels that are in the spectral range of human speech. This paper describes a two-step method to cancel MRI noise that combines operations in both the time domain (correlation subtraction) and the frequency domain (spectral noise gating). The resulting filtered recording has a noise power suppression of over 100 dB, a significant improvement over previously described techniques on MRI noise cancellation. The distortion is lower and the noise suppression higher than using spectral noise gating in isolation. Implementation of this method will aid in detailed studies of speech in relation to vocal tract and velopharyngeal function.

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Year:  2014        PMID: 24606243     DOI: 10.1121/1.4864482

Source DB:  PubMed          Journal:  J Acoust Soc Am        ISSN: 0001-4966            Impact factor:   1.840


  6 in total

Review 1.  Recommendations for real-time speech MRI.

Authors:  Sajan Goud Lingala; Brad P Sutton; Marc E Miquel; Krishna S Nayak
Journal:  J Magn Reson Imaging       Date:  2015-07-14       Impact factor: 4.813

2.  Acoustic Denoising using Dictionary Learning with Spectral and Temporal Regularization.

Authors:  Colin Vaz; Vikram Ramanarayanan; Shrikanth Narayanan
Journal:  IEEE/ACM Trans Audio Speech Lang Process       Date:  2018-01-31

3.  Airway turbulence and changes in upper airway hydraulic diameter can be estimated from the intensity of high frequency inspiratory sounds in sleeping adults.

Authors:  Christopher M Rembold; Paul M Suratt
Journal:  J Physiol       Date:  2014-06-27       Impact factor: 5.182

Review 4.  Real-Time Magnetic Resonance Imaging.

Authors:  Krishna S Nayak; Yongwan Lim; Adrienne E Campbell-Washburn; Jennifer Steeden
Journal:  J Magn Reson Imaging       Date:  2020-12-09       Impact factor: 4.813

5.  Morphometric Differences of Vocal Tract Articulators in Different Loudness Conditions in Singing.

Authors:  Matthias Echternach; Fabian Burk; Michael Burdumy; Louisa Traser; Bernhard Richter
Journal:  PLoS One       Date:  2016-04-20       Impact factor: 3.240

6.  Functional MRI of Native and Non-native Speech Sound Production in Sequential German-English Bilinguals.

Authors:  Miriam Treutler; Peter Sörös
Journal:  Front Hum Neurosci       Date:  2021-07-19       Impact factor: 3.169

  6 in total

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