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20152023
most citedOn Mean Absolute Error for Deep Neural Network Based Vector-to-Vector Regression

303 citations · 697 across the 37 of their papers we have counts for

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Showing 2015Show all

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cs.AI2015

A Probabilistic Framework for Representing Dialog Systems and Entropy-Based Dialog Management through Dynamic Stochastic State Evolution

Ji Wu, Miao Li, Chin-Hui Lee

In this paper, we present a probabilistic framework for goal-driven spoken dialog systems. A new dynamic stochastic state (DS-state) is then defined to characterize the goal set of…

cs.LG2015★ 15 cited

Maximum a Posteriori Adaptation of Network Parameters in Deep Models

Zhen Huang, Sabato Marco Siniscalchi, I-Fan Chen +2

We present a Bayesian approach to adapting parameters of a well-trained context-dependent, deep-neural-network, hidden Markov model (CD-DNN-HMM) to improve automatic speech recogni…