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The start times of corresponding speech and gesture pairs should not differ greatly, and the correspondences were better identified using this strategy than by the 'nearest matching' and 'longest overlapping time' strategies described in Section 5.1.
Therefore, the corresponding speech estimation is obtained by applying the gain to the noisy speech.
For type 1 segments, the corresponding speech segment is given to a GMM-HMM word matcher.
Figure 3 Plot of SFM (bottom) with the corresponding speech segment (top).
Figure 2 Plot of spectral energy ratio feature (bottom) with the corresponding speech signal (top).
Although this overall transfer function maximizes the broadband output SNR, the corresponding speech distortion will not be acceptable, because only one frequency bin will pass the beamformer.
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Modern hearing aids often incorporate directional microphones that can provide a substantial signal-to-noise ratio (SNR) improvement and typically a corresponding speech-intelligibility benefit over omnidirectional microphones (Bentler 2005).
For this, reliable estimates of the corresponding desired speech and interference power spectral densities (PSDs) are required.
And if we were dealing with only a few different types of attitude and corresponding expressive speech act it should be no difficulty at all.
In this work, we utilize stereo simultaneous recordings for the clean and the corresponding noisy speech in order to train stereo Gaussian mixture model (GMM).
The pairs of HMMSS outputs and the corresponding original speech database are used in VC training to construct the source and target dictionaries for each utterance.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com