منابع مشابه
Affective Audio Synthesis for Sound Experience Enhancement
With the advances of technology, multimedia tend to be a recurring and prominent component in almost all forms of communication. Although their content spans in various categories, there are two protuberant channels that are used for information conveyance, i.e. audio and visual. The former can transfer numerous content, ranging from low-level characteristics (e.g. spatial location of source an...
متن کاملAudio-Visual Affective Expression Recognition Through Multistream Fused HMM
Advances in computer processing power and emerging algorithms are allowing new ways of envisioning Human Computer Interaction. Although the benefit of audiovisual fusion is expected for affect recognition from the psychological and engineering perspectives, most of existing approaches to automatic human affect analysis are uni-modal: information processed by computer system is limited to either...
متن کاملAcquisition of a 3D Audio-Visual Corpus of Affective Speech
Communication between humans deeply relies on our capability of experiencing, expressing, and recognizing feelings. For this reason, research on human-machine interaction needs to focus on the recognition and simulation of emotional states, prerequisite of which is the collection of affective corpora. Currently available datasets still represent a bottleneck because of the difficulties arising ...
متن کاملAffective classification of generic audio clips using regression models
We investigate acoustic modeling, feature extraction and feature selection for the problem of affective content recognition of generic, non-speech, non-music sounds. We annotate and analyze a database of generic sounds containing a subset of the BBC sound effects library. We use regression models, longterm features and wrapper-based feature selection to model affect in the continuous 3-D (arous...
متن کاملStructural and affective aspects of music from statistical audio signal analysis
Understanding and modeling human experience and emotional response when listening to music are important for better understanding of the stylistic choices in musical composition. In this work we explore the relation of audio signal structure to human perceptual and emotional reactions. Memory, repetition, and anticipatory structure have been suggested as some of the major factors in music that ...
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ژورنال
عنوان ژورنال: Leonardo Music Journal
سال: 2014
ISSN: 0961-1215,1531-4812
DOI: 10.1162/lmj_a_00189