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101
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GI
1997
Springer
15 years 1 months ago
Architecture and Search Organization for Large Vocabulary Continuous Speech Recognition
This paper gives an overview of an architecture and search organization for large vocabulary, continuous speech recognition (LVCSR at RWTH). In the rst part of the paper, we descri...
Stefan Ortmanns, Lutz Welling, Klaus Beulen, Frank...
ICASSP
2011
IEEE
14 years 1 months ago
Large vocabulary continuous speech recognition with context-dependent DBN-HMMS
The context-independent deep belief network (DBN) hidden Markov model (HMM) hybrid architecture has recently achieved promising results for phone recognition. In this work, we pro...
George E. Dahl, Dong Yu, Li Deng, Alex Acero
ICMCS
2009
IEEE
102views Multimedia» more  ICMCS 2009»
14 years 7 months ago
Scalable HMM based inference engine in large vocabulary continuous speech recognition
Parallel scalability allows an application to efficiently utilize an increasing number of processing elements. In this paper we explore a design space for parallel scalability for...
Jike Chong, Kisun You, Youngmin Yi, Ekaterina Goni...
77
Voted
KONVENS
2000
15 years 1 months ago
The RWTH Large Vocabulary Speech Recognition System for Spontaneous Speech
This paper presents details of the RWTH large vocabulary continuous speech recognition system used in the VERBMOBIL spontaneous speech translation system. In particular, we report...
Stephan Kanthak, Sirko Molau, Achim Sixtus, Ralf S...
87
Voted
CASES
2003
ACM
15 years 2 months ago
Architectural optimizations for low-power, real-time speech recognition
The proliferation of computing technology to low power domains such as hand–held devices has lead to increased interest in portable interface technologies, with particular inter...
Rajeev Krishna, Scott A. Mahlke, Todd M. Austin