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Content-based classification, search, and retrieval of audio | IEEE Journals & Magazine | IEEE Xplore
https://ieeexplore.ieee.org/document/556537
Content-based classification, search, and retrieval of audio
https://ieeexplore.ieee.org/document/556537
Content-based classification, search, and retrieval of audio. Abstract: Many audio and multimedia applications would benefit from the ability to classify and search for audio based on its characteristics. The audio analysis, search, and classification engine described here reduces sounds to perceptual and acoustical features. This lets users search or retrieve sounds by any …
Content-based audio classification and retrieval by ...
https://pubmed.ncbi.nlm.nih.gov/18238003/
We compare the SVMs based classification with other popular approaches. For audio retrieval, we propose a new metric, called distance-from-boundary (DFB). When a query audio is given, the system first finds a boundary inside which the query pattern is located. Then, all the audio patterns in the database are sorted by their distances to this boundary.
Content-Based Classification and Retrieval of Audio (1998)
https://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.31.1073
This is the first step of our continuing work towards a general content-based audio classification and retrieval system. The extracted audio features include temporal curves of the energy function, the average zerocrossing rate, the fundamental frequency of audio signals, as well as statistical and morphological features of these curves.
(PDF) Content-Based Classification and Retrieval of Audio
https://www.researchgate.net/publication/2425038_Content-Based_Classification_and_Retrieval_of_Audio
An efficient audio classification system can serve as the foundation for various applications like audio indexing, content based audio retrieval [42], audio content description, and music genre ...
Content-Based Audio Classification and Retrieval …
https://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/content_audio_classification.pdf
the ability to classify and retrieve the audio files in terms of their sound properties or content. Rapid increase in the amount of audio data demands for a computerized method which allows efficient and automated content-based classi-fication and retrieval of audio database. For these reasons, commercial companies developing audio retrieval products
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