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We compare the performance of a recurrent neural network with the best results published so far on phoneme recognition in the TIMIT database.
Speaker-independent phone recognition using hidden Markov models
Kai-Fu Lee and Hsiao-Wuen Hon · 1989
Earlier work this paper cites.
TIMIT Acoustic-Phonetic Continuous Speech Corpus
John S. Garofolo, Lori F. Lamel, William M. Fisher, Jonathan G. Fiscus, David S. Pallett, Nancy L. Dahlgrena, and Victor Zue · 1993
Earlier work this paper cites.
Long short-term memory
Sepp Hochreiter and Jürgen Schmidhuber · 1997
Earlier work this paper cites.
Heterogeneous acoustic measurements and multiple classifiers for speech recognition
Andrew K. Halberstadt · 1998
Earlier work this paper cites.
Learning precise timing with LSTM recurrent networks
Felix A. Gers, Nicol Schraudolph, and Jürgen Schmidhuber · 2002
Cited alongside, same era.
A probabilistic framework for segment-based speech recognition
James R. Glass · 2003
Cited alongside, same era.
A generative modeling framework for structured hidden speech dynamics
Li Deng, Dong Yu, and Alex Acero · 2005
Cited alongside, same era.
Bidirectional LSTM networks for improved phoneme classification and recognition
Alex Graves, Santiago Fernández, and Jürgen Schmidhuber · 2005
Cited alongside, same era.
Framewise phoneme classification with bidirectional LSTM and other neural network architectures
Alex Graves and Jürgen Schmidhuber · 2005
Later among the works it cites.
Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural networks
Alex Graves, Santiago Fernández, Faustino Gomez, and Jürgen Schmidhuber · 2006
Later among the works it cites.
The HTK Book
Steve Young, Gunnar Evermann, Mark Gales, Thomas Hain, Dan Kershaw, Xunying Liu, Gareth Moore, Julian Odell, Dave Ollason, Dan Povey, Valtcho Valtchev, and Phil Woodland · 2006
Later among the works it cites.
A lattice search technique for a long-contextual-span hidden trajectory model of speech
Dong Yu, Li Deng, and Alex Acero · 2006
Later among the works it cites.
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