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» Polyphase speech recognition
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126
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CSL
2006
Springer
15 years 3 months ago
Product of Gaussians for speech recognition
Recently there has been interest in the use of classifiers based on the product of experts (PoE) framework. PoEs offer an alternative to the standard mixture of experts (MoE) fram...
M. J. F. Gales, S. S. Airey
110
Voted
CODES
2004
IEEE
15 years 7 months ago
Memory system design space exploration for low-power, real-time speech recognition
The recent proliferation of computing technology has brought added interest to natural I/O interface technologies such as speech recognition. Unfortunately, the computational and ...
Rajeev Krishna, Scott A. Mahlke, Todd M. Austin
99
Voted
EMNLP
2006
15 years 5 months ago
Corrective Models for Speech Recognition of Inflected Languages
This paper presents a corrective model for speech recognition of inflected languages. The model, based on a discriminative framework, incorporates word ngrams features as well as ...
Izhak Shafran, Keith Hall
109
Voted
ACL
2001
15 years 5 months ago
Practical Issues in Compiling Typed Unification Grammars for Speech Recognition
Current alternatives for language modeling are statistical techniques based on large amounts of training data, and hand-crafted context-free or finite-state grammars that are diff...
John Dowding, Beth Ann Hockey, Jean Mark Gawron, C...
147
Voted
ICML
2008
IEEE
16 years 4 months ago
Modified MMI/MPE: a direct evaluation of the margin in speech recognition
In this paper we show how common speech recognition training criteria such as the Minimum Phone Error criterion or the Maximum Mutual Information criterion can be extended to inco...
Georg Heigold, Hermann Ney, Ralf Schlüter, Th...