Abstract:Recognition by Indexing and Sequencing (RISq) is a general-purpose method for classification of temporal vector sequences, that was previously applied to human activity recognition.We have developed an advanced version of RISq and have adapted it to continuous speech recognition, a challenging task most commonly solved today with Hidden Markov Models (HMMs).Despite being very popular, HMMs suffer from some intrinsic problems, such as the need for a very large amount of training data in order to build a model f… Show more
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