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- W2899355201 abstract "Weighted Finite State Transducers (WFSTs) are versatile data structures that can model a great number of problems, ranging from Automatic Speech Recognition to DNA sequencing. Traditional computer science algorithms are employed when working with these structures in order to optimise their size, but also the runtime of decoding algorithms. However, these algorithms are not unified under a common framework that would allow for their treatment as a whole. Moreover, the inherent geometrical representation of WFSTs, coupled with the topology-preserving algorithms that operate on them make the structures ideal for tropical analysis. The benefits of such analysis have a twofold nature; first, matrix operations offer a connection to nonlinear vector space and spectral theory, and, second, tropical algebra offers a connection to tropical geometry. In this work we model some of the most frequently used algorithms in WFSTs by using tropical algebra; this provides a theoretical unification and allows us to also analyse aspects of their tropical geometry. Further, we provide insights via numerical examples." @default.
- W2899355201 created "2018-11-09" @default.
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- W2899355201 date "2018-11-01" @default.
- W2899355201 modified "2023-09-27" @default.
- W2899355201 title "Tropical Modeling of Weighted Transducer Algorithms on Graphs" @default.
- W2899355201 hasPublicationYear "2018" @default.
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