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A study on content-based classification and retrieval of ...
https://www.researchgate.net/publication/3906574_A_study_on_content-based_classification_and_retrieval_of_audio_database
Liu and Wan (2001) attempted to effectively classify and retrieve audio from a database using content-based methods and sequential forward selection (SFS). Four classifiers including nearest ...
(PDF) Content-Based Classification and Retrieval of Audio
https://www.researchgate.net/publication/2425038_Content-Based_Classification_and_Retrieval_of_Audio
As a result, automatic classification and retrieval of audio data has become an active area of research. A lot of work have been directed towards the …
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 classification and retrieval of audio
https://www.spiedigitallibrary.org/conference-proceedings-of-spie/3461/1/Content-based-classification-and-retrieval-of-audio/10.1117/12.325703.full
The classification result is achieved through a threshold-based heuristic procedure. The audio database that we have built, details of feature extraction, classification and segmentation procedures, and experimental results are described. It is shown that, with the proposed new system, audio recordings can be automatically segmented and classified into …
(PDF) Content-based audio classification and retrieval ...
https://www.researchgate.net/publication/3333728_Content-based_audio_classification_and_retrieval_using_the_nearest_feature_line_method
Content-based classification and retriev al of audio sound is essentially a pattern recognition problem in which there are two basic issues: feature selection , and classification based on the
Content-based Classification and Retrieval of Audio …
https://www.microsoft.com/en-us/research/publication/content-based-classification-and-retrieval-of-audio-using-the-nearest-feature-line-method/
A method is presented for content-based audio classification and retrieval. It is based on a new pattern classification method called the nearest Feature Line (NFL). In the NFL, information provided by multiple prototypes per class is explored. This contrasts to the nearest neighbor (NN) classification in which the query is compared to each prototype individually.
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