{"product_id":"music-driven-dance-synthesis-by-multimodal-dance-performance-analysis-von-yasemin-demir-engin-erzin-und-a-murat-tekalp","title":"Music driven dance synthesis by multimodal dance performance analysis","description":"\u003cp\u003eWe present a framework for audio-visual analysis of dance performances towards the goal  of music-driven dance synthesis. Dance ¿gures, which are performed synchronously with the  musical rhythm, can be analyzed through the audio spectra using spectral and chromatic  musical features. In the proposed multimodal dance performance analysis system, dance  ¿gures are manually labeled over the video stream and modeled by employing HMMs.  The music segments, which correspond to beat and meter boundaries, are used to train  hidden Markov model (HMM) structures to learn meter related temporal audio patterns  which are correlated with the dance ¿gures. Bi-gram based co-occurences of temporal audio  patterns and dance ¿gures are calculated. and bi-gram based co-occurrence performances  for two di¿erent audio feature streams are evaluated. In our evaluations, mel-scale cepstral coe¿cients (MFCC) with their ¿rst and second derivatives and chroma features are used  as our candidate audio feature set. The proposed framework in this thesis, can be used  towards analysis and synthesis of audio-driven human body animation.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783846549902\"\u003e\u003ch3\u003eMusic-Driven Dance Synthesis by Multimodal Dance Performance Analysis\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783846549902","offer_id":39494502350941,"sku":"9783846549902","price":49.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/c300296f-f856-4b3a-a617-4ab88500357c.jpg?v=1769667915","url":"https:\/\/shop.autorenwelt.de\/en\/products\/music-driven-dance-synthesis-by-multimodal-dance-performance-analysis-von-yasemin-demir-engin-erzin-und-a-murat-tekalp","provider":"Autorenwelt Shop","version":"1.0","type":"link"}