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ICASSP
2008
IEEE
14 years 2 months ago
A study of using locality preserving projections for feature extraction in speech recognition
This paper presents a new approach to feature analysis in automatic speech recognition (ASR) based on locality preserving projections (LPP). LPP is a manifold based dimensionality...
Yun Tang, Richard Rose
CSL
2004
Springer
13 years 7 months ago
Automatic capitalisation generation for speech input
Two different systems are proposed for the task of capitalisation generation. The first system is a slightly modified speech recogniser. In this system, every word in the vocabula...
Ji-Hwan Kim, Philip C. Woodland
SETN
2004
Springer
14 years 1 months ago
Text Normalization for the Pronunciation of Non-standard Words in an Inflected Language
In this paper we present a novel approach, called “Text to Pronunciation (TtP)”, for the proper normalization of Non-Standard Words (NSWs) in unrestricted texts. The methodolog...
Gerasimos Xydas, Georgios Karberis, Georgios Kouro...
INTERSPEECH
2010
13 years 2 months ago
Domain adaptation and compensation for emotion detection
Inspired by the recent improvements in domain adaptation and session variability compensation techniques used for speech and speaker processing, we study their effect for emotion ...
Michelle Hewlett Sanchez, Gökhan Tür, Lu...
ICASSP
2011
IEEE
12 years 11 months ago
Using morpheme and syllable based sub-words for polish LVCSR
Polish is a synthetic language with a high morpheme-perword ratio. It makes use of a high degree of inflection leading to high out-of-vocabulary (OOV) rates, and high Language Mo...
M. Ali Basha Shaik, Amr El-Desoky Mousa, Ralf Schl...