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Titlebook: Statistical Language and Speech Processing; First International Adrian-Horia Dediu,Carlos Martín-Vide,Bianca Truth Conference proceedings

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楼主: Menthol
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Histogram Equalization Using Centroids of Fuzzy C-Means of Background Speakers’ Utterances for Speakistograms. The proposed method clusters the features of randomly selected background speakers’ utterances, and estimates the cumulative distribution using the centroids of the clusters sorted in ascending order and the samples of a short test utterance. The ranks are obtained from the test utterance
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Cross-Lingual Random Indexing for Information RetrievalA novel method is proposed which avoids direct translation of queries by implicit encoding of translations in a bilingual. (VSM). Both queries and documents are represented as vectors using an extension of . (RI). As work on RI for information retrieval is limited, it is first evaluated for monoling
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Rational Kernels for Arabic Text Classifications. We introduce a new stemming technique -approximate stemming- based on the use of Arabic patterns. These patterns are modeled using transducers and stemming is done without depending on any dictionary. Using transducers for stemming words, documents are transformed into finite state transducers. T
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Using Regression for Spectral Estimation of HMMsslow or prone to get stuck in local minima. A more recent class of reduced-dimension spectral methods for estimating HMMs has attractive theoretical properties, but their finite sample size behavior has not been well characterized. We introduce a new spectral model for HMM estimation, a correspondin
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0302-9743 ernational Conference on Statistical Language and Speech Processing, SLSP 2013, held in Tarragona, Spain, in July 2013. The 24 full papers presented together with two invited talks were carefully reviewed and selected from 61 submissions. The papers cover a wide range of topics in the fields of comp
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Conference proceedings 2013 Tarragona, Spain, in July 2013. The 24 full papers presented together with two invited talks were carefully reviewed and selected from 61 submissions. The papers cover a wide range of topics in the fields of computational language and speech processing and the statistical methods that are currently in use.
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