190 search results - page 9 / 38 » Data pruning for template-based automatic speech recognition |
NCI
2004
14 years 11 months ago
2004
In this paper we demonstrate that Long Short-Term Memory (LSTM) is a differentiable recurrent neural net (RNN) capable of robustly categorizing timewarped speech data. We measure ...
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ICASSP
2011
IEEE
14 years 1 months ago
2011
IEEE
Prior models of speech have been used in robust automatic speech recognition to enhance noisy speech. Typically, a single prior model is trained by pooling the entire training dat...
INTERSPEECH
2010
14 years 4 months ago
2010
Recent research has shown that speech can be sparsely represented using a dictionary of speech segments spanning multiple frames, exemplars, and that such a sparse representation ...
SPEECH
2010
14 years 8 months ago
2010
One key aspect of face-to-face communication concerns the differences that may exist between speakers’ native regional accents. This paper focuses on the characterization of re...
ICASSP
2008
IEEE
15 years 4 months ago
2008
IEEE
This paper describes a preliminary investigation into automatic assessment of reading comprehension in young children. In particular we studied the feasibility of automatic scorin...