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Affect in Text and Speech
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As technology and human-computer interaction§advances, there is an increased interest in affective§computing. One of the current challenges in§computational speech and text processing is§addressing affective and expressive meaning, an area§that has received fairly sparse attention in§linguistics. Linguistic investigation in this area is§motivated both by the need for scientific study of§subjective language phenomena, and by useful§applications such as expressive text-to-speech§synthesis. This work makes contributions to the study§of affect and language, by describing a novel data§resource, outlining models and challenges for§exploring affect in language, applying computational§methods toward this problem with included empirical§results, and suggesting paths for further research.§The book should be particularly valuable for readers§interested in language and affect, socioemotive§aspects of language, subjective language phenomena,§and computational semantics.
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