Title :
Automatic musical thumbnailing based on audio object localization and its evaluation
Author :
Nawata, Hiroyuki ; Kamado, Noriyoshi ; Saruwatari, Hiroshi ; Shikano, Kiyohiro
Author_Institution :
Nara Inst. of Sci. & Technol., Nara, Japan
Abstract :
In this paper, to automatically generate musical thumbnails that con tain the main part of the original tune, we propose a new estimation method for identifying structure changes in stereo tunes based on localization information. The proposed method can estimate the main parts of a musical tune by analyzing the specific timing when localization information changes under the assumption that the changing time of the localization approximately corresponds to the timing of the musical structure change. We evaluate the effectiveness of the proposed method by objective and subjective assessments. The experimental results show that the proposed method is effective in automating musical structure analysis for generating musical thumb nails.
Keywords :
audio signal processing; music; audio object localization; automatic musical thumbnailing; localization information; musical structure analysis; musical tune; stereo tunes; Estimation; Indexes; Object recognition; Quantization; Time frequency analysis; Timing; Wireless sensor networks; Multichannel audio signal; compression coding; k-means clustering; musical thumbnailing;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
Conference_Location :
Prague
Print_ISBN :
978-1-4577-0538-0
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2011.5946323