інформаційна технологія пошуку аудіозаписів на основі аудіоконтенту
Keywords:
an automatic audio search by audio fragment, an approximate kd-tree search of the nearest vector, archive of audio recordings, cluster analysis, mel-frequency cepstral coefficientsAbstract
The information technology for search of the audio recording by an audio fragment in the audio archive is developed, which isbased on the audio content search. The model of audio corpus, containing an array of audiofiles, a database of parameters and metadata,
dynamic kd-tree, is proposed, which has reduced the duration of the selected audio fragment to search. There are suggested the new
estimations of the measure proximity that take into account the specifics of the kd-tree use to find the nearest vector. Proposed search
methods of audio allowed to achieve a significant reduction in the search time preserving its recall and precision.
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Published
2017-06-06
How to Cite
[1]
O. M. Tkachenko and O. F. Hriio Tukalo, “інформаційна технологія пошуку аудіозаписів на основі аудіоконтенту”, ІТКІ, vol. 38, no. 1, pp. 37–40, Jun. 2017.
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Section
Information technology and coding theory