'was that your mother on the phone?': classifying interpersonal relationships between dialog participants with lexical and acoustic properties

Autor:	David Guy Brizan, Denys Katerenchuk, Andrew Rosenberg
Rok vydání:	2014
Předmět:	Structure (mathematical logic) Social network Computer science business.industry Context (language use) computer.software_genre Interpersonal relationship Information extraction Index (publishing) Phone Artificial intelligence Dialog box business computer Natural language processing
Zdroj:	INTERSPEECH Scopus-Elsevier
DOI:	10.21437/interspeech.2014-416
Popis:	Understanding interpersonal relationships provides important context in understanding spoken communication. In addition to increasing knowledge of the social indicators in spoken communication, the automatic recognition of interpersonal relationships has an application in providing structure to social networks. This paper presents exploratory work on the challenging problem of distinguishing family from friends in spontaneous dialogs drawn from the CALLHOME English corpus. We find both acoustic/prosodic and lexical features useful in classifying these relationships. In binary classification experiments, we achieve accuracy of 10.71% absolute improvement over chance (50%) assignment. Index Terms: speech understanding, interpersonal relationships, information extraction
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_dedup___::74785aef64146dfe26240035641f5f3a https://doi.org/10.21437/interspeech.2014-416 Zobrazit plný text záznamu