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Cited by 324 publications
(139 citation statements)
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References 82 publications
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“…One of the reason of this problem is the absence of a database that can generalize to all facets of human emotion (e.g. culture, gender, situation) to act as the standard corpus of emotion recognition works [41]. Each emotion-rich corpus is often aimed to capture emotion in a specific set of circumstances, creating not only differences between the corpora, but also the works based on them.…”
Section: Resultsmentioning
confidence: 99%
“…One of the reason of this problem is the absence of a database that can generalize to all facets of human emotion (e.g. culture, gender, situation) to act as the standard corpus of emotion recognition works [41]. Each emotion-rich corpus is often aimed to capture emotion in a specific set of circumstances, creating not only differences between the corpora, but also the works based on them.…”
Section: Resultsmentioning
confidence: 99%
“…The reason for that choice is that emotion recognition is a complex, versatile task, so alternative features may capture supplementary aspects of emotion expression. Since after a decade of research on emotion recognition the golden set from an endless list of non-linguistic features has not been found yet [7], it is worth testing for non trivial solutions.…”
Section: Algorithm 1 the Random Forest Algorithmmentioning
confidence: 99%
“…Energy Mean and MFCCs (1)(2)(3)(4)(5)(6)(7)(8)(9)(10)(11)(12) standard LPCs (0-13) deviation ZCR Spectral Flux Spectral Rolloff Chroma Vector (0-11) Clarity Table 1. Extracted audio features…”
Section: Low Level Descriptor Functionalsmentioning
confidence: 99%
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