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The multiple microphone-array processing using a single decoder needs about one-third the computational time of that using multiple decoders without degrading speech recognition performance.
The current study investigated the impact that impaired communication has on operational performance in a command and control environment by parametrically degrading speech intelligibility in a simulated shipborne Combat Information Center.
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Relative to sentences, degraded speech produced generally stronger activation in frontal regions.
Generally, late reverberation mainly degrades speech recognition performance and early reverberation can be ignored.
However, it propagates the prediction error in the past to the currently synthesizing segment, which degrades speech quality [12].
As such, PESQ algorithm will produce chaotic scores for degraded speech sequences subject to large loss instances.
The degraded speech loses the speech information over 2000 Hz, and the speech information of the remaining part is quite blurry.
Moreover, since degraded speech files have been artificially generated, the true noise level is used to compute MOS-LQE for noise-corrupted speech.
Actually, the ITU-T PESQ algorithm is unable to score degraded speech sequences that incorporate fragments sampled at an unequal frequency.
Neural-network-based VC can reduce over-smoothness but the conversion process still degrades speech quality [8], which can be attributed to the unconstrained nature of neural networks.
To quantify the decrease in measurement accuracy, the conventional VoIP degraded speech data described in Section 3.3 is used as a benchmark.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com