Multilingual audio information management system based on semantic knowledge in complex environments

被引:0
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作者
Karmele Lopez-de-Ipina
Nora Barroso
Pilar M. Calvo
Carmen Hernandez
Aitzol Ezeiza
Unai Susperregi
Elsa Fernández
机构
[1] University of the Basque Country,Department of Systems Engineering and Automation
[2] University of Cambridge,Department of Psychiatry
[3] University of the Basque Country,EleKin, Engineering and Society Research Group
[4] University of the Basque Country,Department of Computer Architecture and Technology
[5] University of the Basque Country,Department of Computer Science and Artificial Intelligence
[6] Irunweb S.L. Company,undefined
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关键词
Evolutionary computing; Artificial neural networks; Internet information management; Management of complex systems;
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摘要
This paper proposes a multilingual audio information management system based on semantic knowledge in complex environments. The complex environment is defined by the limited resources (financial, material, human, and audio resources); the poor quality of the audio signal taken from an internet radio channel; the multilingual context (Spanish, French, and Basque that is in under-resourced situation in some areas); and the regular appearance of cross-lingual elements between the three languages. In addition to this, the system is also constrained by the requirements of the local multilingual industrial sector. We present the first evolutionary system based on a scalable architecture that is able to fulfill these specifications with automatic adaptation based on automatic semantic speech recognition, folksonomies, automatic configuration selection, machine learning, neural computing methodologies, and collaborative networks. As a result, it can be said that the initial goals have been accomplished and the usability of the final application has been tested successfully, even with non-experienced users.
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页码:17869 / 17886
页数:17
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