Title :
A critical survey on the use of Fuzzy Sets in Speech and Natural Language Processing
Author :
Carvalho, Joao P. ; Batista, Fernando ; Coheur, Luisa
Author_Institution :
Inst. Super. Tecnico, TULisbon, Lisbon, Portugal
Abstract :
This paper shows how the use and applications of Fuzzy Sets (FS) in Speech and Natural Language Processing (SNLP) have seen a steady decline to a point where FS are virtually unknown or unappealing for most of the researchers currently working in the SNLP field, tries to find the reasons behind this decline, and proposes some guidelines on what could be done to reverse it and make FS assume a relevant role in SNLP.
Keywords :
fuzzy set theory; natural language processing; speech processing; FS; SNLP; fuzzy sets; natural language processing; speech processing; Computational linguistics; Fuzzy sets; Hidden Markov models; Natural language processing; Speech; Speech processing; Speech recognition; Fuzzy Sets; Natural Language Processing; Speech processing;
Conference_Titel :
Fuzzy Systems (FUZZ-IEEE), 2012 IEEE International Conference on
Conference_Location :
Brisbane, QLD
Print_ISBN :
978-1-4673-1507-4
Electronic_ISBN :
1098-7584
DOI :
10.1109/FUZZ-IEEE.2012.6250803