Transcription and Summarization of Voicemail Speech

Konstantinos Koumpis, Steve Renals

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract / Description of output

This paper describes the development of a system to transcribe and summarize voicemail messages. The results of the research we present are two-fold. First, a hybrid connectionist approach to the Voicemail transcription task shows that competitive performance can be achieved using a context-independent system with fewer parameters than those based on mixtures of Gaussian likelihoods. Second, an effective and robust combination of statistical with prior knowledge sources for term weighting is used to extract information from the decoder's output in order to deliver summaries to the message recipients via a GSM Short Message Service (SMS) gateway.
Original languageEnglish
Title of host publicationProceedings of the 6th International Conference on Spoken Language Processing
Subtitle of host publicationICSLP 2000
PublisherISCA
Pages688-691
Publication statusPublished - 2000
Event6th International Conference on Spoken Language Processing (ICSLP 2000) - Beijing, China
Duration: 16 Oct 200020 Oct 2000

Conference

Conference6th International Conference on Spoken Language Processing (ICSLP 2000)
Country/TerritoryChina
CityBeijing
Period16/10/0020/10/00

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