Large Margin Algorithms for Discriminative Continuous Speech Recognition

Abstract

Automatic speech recognition has long been a considered dream. While ASR does work today, and it is commercially available, it is extremely sensitive to noise, talker variations, and environments. The current state-of-the-art automatic speech recognizers are based on generative models that capture some temporal dependencies such as hidden Markov models… (More)

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