Speaker and Content Identification
Xavier Anguera,
Telefonica Research –
Abstract:
In this talk I will cover two of the topics I have been recently working on. On the one hand, with regard to speaker identification, I will introduce the use of binary fingerprints to model the voice of a speaker. Based on the projection of standard acoustic vectors into a special GMM model (representing the speaker acoustic space), high-dimensional binary vectors, which have been proven successful in identifying speakers for speaker verification and diarization tasks, are obtained. On the other hand, I will talk about current developments in pattern matching approaches that allow for the development of content-centric applications when little or no training data is available for a particular language. In particular, I will describe a query-by-example system I presented to Mediaeval 2011 evaluation, which uses a novel feature extraction front-end I further described in a paper at ICASSP 2012.
Date: 2012-Apr-13 Time: 15:00:00 Room: 336
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Keynote speakers:
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João Alves, University of Vigo (hands-on)
Nadia El-Mabrouk, Université de Montréal (class)
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