Téma:Emotional detector model for text and/or speech
Vedoucí:Jan Holub
Vypsáno jako:Práce v týmu a její organizace
Popis:The goal of this project is to design a working prototype of emotional detector working either with text input or spoken (recorded) sentences. As these two options requires substantially different approach, two projects can be assigned.
Pokyny:The detector input will be either text or recorded speech. The detector core should evaluate it using developed text processing or signal processing functions and deliver the following outputs: emotion polarity estimation, emotion strenght estimation, estimation reliability.
Literatura: Melville, P., Gryc, W., Lawrence, R.: Sentiment Analysis of Blogs by Combining Lexical Knowledge with Text Classification. In: Proc. of SIGKDD 2009 (2009) Pang et al.: Successfully applied a machine learning approach to classifying sentiment for movie reviews
Realizace:commented SW (Matlab, C++, Java )
Vypsáno dne:17.02.2016
Max. počet studentů:4
Přihlášení studenti:Aleš Svoboda, Jan Prášek, Jiří Pytela, Leoš Mikulka