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Filtering by: Subject Computational linguistics

Learning multiple non-redundant codebooks with word clustering for document classification

Creator:

Surve, Akshat Sudhakar

Abstract:

The problem of document classification has been widely studied in machine learning and data mining. In document classification, most of the popular algorithms are based on the bag-of-words representation. Due to the high dimensionality of the bag-of-words representation, significant research has been conducted to reduce the dimensionality via different approaches....

Resource Type:

Masters Thesis
Converting English text to speech : a machine learning approach

Creator:

Bakiri, Ghulum

Abstract:

The task of mapping spelled English words into strings of phonemes and stresses ("reading aloud") has many practical applications. Several commercial systems perform this task by applying a knowledge base of expert-supplied letter-to-sound rules. This dissertation presents a set of machine learning methods for automatically constructing letter-to-sound rules by analyzing...

Resource Type:

Dissertation