“…The main semantic symbol systems for people to express their emotions include natural language and music. The analysis and establishment of semantic association between language and music is helpful to provide more accurate retrieval and recommendation services for text and music. …”
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“…We introduce a method for spatiotemporal data fusion and demonstrate its performance on three constructed data sets: one entirely simulated, one with temporal speech signals and simulated spatial images, and another with recorded music time series and astronomical images defining the spatial patterns. …”
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“…This paper designs a multimodal convolutional neural network model for the intelligent analysis of the influence of music genres on children's emotions by constructing a multimodal convolutional neural network model and profoundly analyzing the impact of music genres on children's feelings. …”
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“…In the online teaching of multimodal smart music based on audio and lyrics, this article improves the traditional fusion method for the problem of multimodal fusion and compares various fusion methods through experiments. …”
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“…The influence of music genres on children's emotional intelligence is one of the hot topics in the field of multi-modal emotion research. …”
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“…The classical fusion method estimates the poles of each subband signal by the root-MUSIC method, and some good results were get in several experiments. …”
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“…Sometimes the result is fusion but, if one is not careful, the result can equally well be confusion instead. …”
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“…The results are organised attending: (a) the Embodied mind through differential postures and gestures of flamenco participants that showed a fusion among verbal, body language, and musical discourse with respect to the musical literacy cultures; (b) the Embedded mind and a detailed description of circumstances and relationships of the two flamenco participants, and how music is embedded in their way of life, family and social context, and therefore transcends musical activity itself; (c) the Enactive mind, regarding the active processes that make differences between the reproductive and the transformative flamenco apprentices, then tentative relationship are observed in the discourse of each apprentice and the way in which they practice; finally, (d) the Extended mind through the bodily, technical and symbolic tools they use during learning. …”
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“…In this paper, we propose a data fusion algorithm based on the weighted histogram statistics (DF-WHS) to improve the performance of direction-of-arrival (DOA) estimation for the vector hydrophone vertical array (VHVA). …”
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“…Music is closely related to people's lives, and it has a certain impact on people's lives. …”
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“…Musical emotion is the key component of music. The periodic properties of sound should be studied since they have important implications for music study. …”
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“…OBJECTIVE: We wanted to train a deep multimodal fusion model to estimate emotion dysregulation in adults based on their responses to the Multimodal Developmental Profile, a computer-based psychometric test, using only a small training sample and without transfer learning. …”
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“…CMSs are needed that exploit data fusion opportunities to limit the number of (more expensive) sensors. …”
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“…The performance was generally received positively in terms of the nature of the intervention, the fusion of traditional and Western music and story elements, as well as the use of wayang kulit to spread health information. …”
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“…In current college music education, choral conducting is a required course for students. …”
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“…In this paper, the residual convolutional neural network is used to extract the note features in the music score image to solve the problem of model degradation; then, multiscale feature fusion is used to fuse the feature information of different levels in the same feature map to enhance the feature representation ability of the model. …”
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