A segmental HMM based on a modified emission probability
S. Windmann, R. Haeb-Umbach, V. Leutnant, 2008 ITG Conference on Voice Communication (SprachKommunikation) (2008) 1–4.
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Author
Windmann, Stefan;
Haeb-Umbach, ReinholdLibreCat;
Leutnant, Volker
Abstract
In this paper, a novel segmental Hidden Markov Model (HMM) is proposed. The model is based on a modified emission density where additional statistical dependencies between subsequent frames of the speech signal are considered. In the following we derive an effective search strategy for the modified statistical model. Further an approach to parameter reduction is introduced. Experiments were carried out on the AURORA2 database where consistent im
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Journal Title
2008 ITG Conference on Voice Communication (SprachKommunikation)
Page
1-4
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Cite this
Windmann S, Haeb-Umbach R, Leutnant V. A segmental HMM based on a modified emission probability. 2008 ITG Conference on Voice Communication (SprachKommunikation). 2008:1-4.
Windmann, S., Haeb-Umbach, R., & Leutnant, V. (2008). A segmental HMM based on a modified emission probability. 2008 ITG Conference on Voice Communication (SprachKommunikation), 1–4.
@article{Windmann_Haeb-Umbach_Leutnant_2008, title={A segmental HMM based on a modified emission probability}, journal={2008 ITG Conference on Voice Communication (SprachKommunikation)}, author={Windmann, Stefan and Haeb-Umbach, Reinhold and Leutnant, Volker}, year={2008}, pages={1–4} }
Windmann, Stefan, Reinhold Haeb-Umbach, and Volker Leutnant. “A Segmental HMM Based on a Modified Emission Probability.” 2008 ITG Conference on Voice Communication (SprachKommunikation), 2008, 1–4.
S. Windmann, R. Haeb-Umbach, and V. Leutnant, “A segmental HMM based on a modified emission probability,” 2008 ITG Conference on Voice Communication (SprachKommunikation), pp. 1–4, 2008.
Windmann, Stefan, et al. “A Segmental HMM Based on a Modified Emission Probability.” 2008 ITG Conference on Voice Communication (SprachKommunikation), 2008, pp. 1–4.
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