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CICLING
2004
Springer
15 years 9 months ago
Experiments on the Construction of a Phonetically Balanced Corpus from the Web
The construction of a speech recognition system requires a recorded set of phrases to compute the pertinent acoustic models. This set of phrases must be phonetically rich and balan...
Luis Villaseñor Pineda, Manuel Montes-y-G&o...
CLEF
2003
Springer
15 years 9 months ago
The CLEF 2003 Cross-Language Spoken Document Retrieval Track
The current expansion in collections of natural language based digital documents in various media and languages is creating challenging opportunities for automatically accessing t...
Marcello Federico, Gareth J. F. Jones
ECML
2003
Springer
15 years 9 months ago
A Hybrid Language Model based on Stochastic Context-free Grammars
Abstract. This paper explores the use of initial Stochastic Context-Free Grammars (SCFG) obtained from a treebank corpus for the learning of SCFG by means of estimation algorithms....
Diego Linares, José-Miguel Benedí, J...
IJCNN
2000
IEEE
15 years 8 months ago
The Inefficiency of Batch Training for Large Training Sets
Multilayer perceptrons are often trained using error backpropagation (BP). BP training can be done in either a batch or continuous manner. Claims have frequently been made that bat...
D. Randall Wilson, Tony R. Martinez
IRAL
2000
ACM
15 years 8 months ago
Content-based language models for spoken document retrieval
Spoken document retrieval (SDR) has been extensively studied in recent years because of its potential use in navigating large multimedia collections in the near future. This paper...
Hsin-Min Wang, Berlin Chen