%Aigaion2 BibTeX export from Idiap Publications
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@INPROCEEDINGS{Pinto_ICASSP_2009,
author = {Pinto, Joel Praveen and Sivaram, G. S. V. S. and Hermansky, Hynek and Magimai-Doss, Mathew},
projects = {Idiap, SNSF-KEYSPOT, SNSF-MULTI, IM2},
title = {Volterra Series for Analyzing MLP based Phoneme Posterior Probability Estimator},
booktitle = {Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
year = {2009},
crossref = {Pinto_Idiap-RR-69-2008},
abstract = {We present a framework to apply Volterra series to analyze multilayered perceptrons trained to estimate the posterior probabilities of phonemes in automatic speech recognition. The identified Volterra kernels reveal the spectro-temporal patterns that are learned by the trained system for each phoneme. To demonstrate the applicability of Volterra series, we analyze a multilayered perceptron trained using Mel filter bank energy features and analyze its first order Volterra kernels.},
pdf = {https://publications.idiap.ch/attachments/papers/2009/Pinto_ICASSP_2009.pdf}
}
crossreferenced publications:
@TECHREPORT{Pinto_Idiap-RR-69-2008,
author = {Pinto, Joel Praveen and Sivaram, G. S. V. S. and Hermansky, Hynek and Magimai-Doss, Mathew},
projects = {SNSF-KEYSPOT, IM2, SNSF-MULTI},
month = {10},
title = {Volterra Series for Analyzing MLP based Phoneme Posterior Probability Estimator},
type = {Idiap-RR},
number = {Idiap-RR-69-2008},
year = {2008},
institution = {Idiap},
abstract = {We present a framework to apply Volterra series to analyze multilayered perceptrons trained to estimate the posterior probabilities of phonemes in automatic speech recognition. The identified Volterra kernels reveal the spectro-temporal patterns that are learned by the trained system for each phoneme. To demonstrate the applicability of Volterra series, we analyze a multilayered perceptron trained using Mel filter bank energy features and analyze its first order Volterra kernels.},
pdf = {https://publications.idiap.ch/attachments/reports/2008/Pinto_Idiap-RR-69-2008.pdf}
}