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In order to significantly reduce computational costs, the adaptation is performed only on the global model (using related speaker recognition adaptation techniques) with no need for state-dependent data.
For modeling this distribution in one channel, the mean value and the variance have to be estimated during single-talk periods of the related speaker, where an SNR of at least Θ SNR4 has to be exceeded.
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Finally, issues related to speaker dependent/independent scenarios, vowel duration, and mismatched vowel type on stress detection performance are discussed.
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The matrix W ISC avoids a decrease of the dominance of the m th speaker if a speaker related to a different output signal other than the currently considered output signal becomes active.
These predictions are rather independent of the different views regarding the anticipatory vs. "on-demand" role of mentalizing but also relate to speaker-specific common ground vs. more generic speaker-independent processing.
Dr. Martin said that the technology had improved strikingly in the last few years, particularly in mining other characteristics of voice beyond the physical ones related to a speaker's vocal apparatus.
The main speaker related how only that morning she had witnessed a fellow senior female executive in the office parking lot performing a frantic handover of a feverish daughter (dressed in pajamas and wrapped in a duvet) to grandparents who had driven some distance to remove the sick child so the mother could attend an important board meeting.
Their idea is that the third formant is not affected as much as the first and second formants from the context and therefore more closely related to the speaker's vocal-tract length.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com