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<?xml version="1.0" standalone="yes"?> <Paper uid="H01-1064"> <Title>SCANMail: Audio Navigation in the Voicemail Domain</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> ABSTRACT </SectionTitle> <Paragraph position="0"> This paper describes SCANMail, a system that allows users to browse and search their voicemail messages by content through a GUI. Content based navigation is realized by use of automatic speech recognition, information retrieval, information extraction and human computer interaction technology. In addition to the browsing and querying functionalities, acoustics-based caller ID technology is used to proposes caller names from existing caller acoustic models trained from user feedback. The GUI browser also provides a note-taking capability. Comparing SCANMail to a regular voicemail interface in a user study, SCANMail performed better both in terms of objective (time to and quality of solutions) as well as subjective objectives.</Paragraph> </Section> class="xml-element"></Paper>