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CSL
2006
Springer
8 years 7 months ago
Support vector machines for speaker and language recognition
Support vector machines (SVMs) have proven to be a powerful technique for pattern classification. SVMs map inputs into a high dimensional space and then separate classes with a hy...
William M. Campbell, Joseph P. Campbell, Douglas A...
CSL
2006
Springer
8 years 7 months ago
A study in machine learning from imbalanced data for sentence boundary detection in speech
Enriching speech recognition output with sentence boundaries improves its human readability and enables further processing by downstream language processing modules. We have const...
Yang Liu, Nitesh V. Chawla, Mary P. Harper, Elizab...
CSL
2006
Springer
8 years 7 months ago
A prosodic phrasing model for a Korean text-to-speech synthesis system
This paper presents a prosodic phrasing model for Korean to be used in a text-to-speech synthesis (TTS) system. Read text corpora were morpho-syntactically parsed and prosodically...
Kyuchul Yoon
CSL
2006
Springer
8 years 7 months ago
NIST and NFI-TNO evaluations of automatic speaker recognition
David A. van Leeuwen, Alvin F. Martin, Mark A. Prz...
CSL
2006
Springer
8 years 7 months ago
Adaptation of maximum entropy capitalizer: Little data can help a lot
A novel technique for maximum "a posteriori" (MAP) adaptation of maximum entropy (MaxEnt) and maximum entropy Markov models (MEMM) is presented. The technique is applied...
Ciprian Chelba, Alex Acero
CSL
2006
Springer
8 years 7 months ago
A linguistically motivated approach to grapheme-to-phoneme conversion for Korean
This paper describes a hand-written rule-based grapheme-to-phoneme (GTP) conversion system for Korean built within the Festival text-to-speech (TTS) synthesis framework. The core ...
Kyuchul Yoon, Chris Brew
CSL
2006
Springer
8 years 7 months ago
Unsupervised grammar induction using history based approach
Grammar induction, also known as grammar inference, is one of the most important research areas in the domain of natural language processing. Availability of large corpora has enc...
Heshaam Feili, Gholamreza Ghassem-Sani
CSL
2006
Springer
8 years 7 months ago
Algorithms for data-driven ASR parameter quantization
Karim Filali, Xiao Li, Jeff Bilmes
CSL
2006
Springer
8 years 7 months ago
Unlimited vocabulary speech recognition with morph language models applied to Finnish
Teemu Hirsimäki, Mathias Creutz, Vesa Siivola...
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