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Content-based classification, search, and retrieval of audio | IEEE Journals & Magazine | IEEE Xplore

    https://ieeexplore.ieee.org/document/556537
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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, Search, and Retrieval of Audio

    https://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.352.4198
    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 one feature or a combination of them, by specifying previously learned classes based on these features, or by selecting or entering reference sounds and asking the engine to retrieve similar or dissimilar …

(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 Audio Classification and Retrieval Using ...

    https://link.springer.com/chapter/10.1007/978-981-13-6861-5_23
    The application areas of audio classification and retrieval system include speaker recognition, gender classification, music genre classification, environment sound classification, etc. This paper proposes a machine learning- and neural network-based approach which performs audio pre-processing, segmentation, feature extraction, classification and retrieval of audio …

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 are emerging.

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