Automatic speech recognition using a predictive echo state network classifier

DOI10.1016/j.neunet.2007.04.006zbMath1132.68663OpenAlexW1984516841WikidataQ50984597 ScholiaQ50984597MaRDI QIDQ2373505

John G. Harris, Mark D. Skowronski

Publication date: 11 July 2007

Published in: Neural Networks (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.neunet.2007.04.006

zbMATH Keywords

mixture of expertsautomatic speech recognitionecho state networknoise robustness

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10)

Related Items (15)

Recurrent Kernel Machines: Computing with Infinite Echo State Networks ⋮ Automatic speech recognition using a predictive echo state network classifier ⋮ Time series classification with echo memory networks ⋮ A decentralized training algorithm for echo state networks in distributed big data applications ⋮ Broad echo state network for multivariate time series prediction ⋮ Controller design based on echo state network with delay output for nonlinear system ⋮ Reservoir computing approaches to recurrent neural network training ⋮ ANOVA method applied to proton exchange membrane fuel cell ageing forecasting using an echo state network ⋮ Embedding and approximation theorems for echo state networks ⋮ Dynamic stability analysis of fractional order leaky integrator echo state neural networks ⋮ A new echo state network with variable memory length ⋮ Functional echo state network for time series classification ⋮ Echo state networks trained by Tikhonov least squares are \(L^2(\mu)\) approximators of ergodic dynamical systems ⋮ A stability criterion for discrete-time fractional-order echo state network and its application ⋮ Echo state network with multiple delayed outputs for multiple delayed time series prediction

Uses Software

• LSTM
• hmm

Cites Work

• Unnamed Item
• Determining Lyapunov exponents from a time series
• Automatic speech recognition using a predictive echo state network classifier
• The segmental K-means algorithm for estimating parameters of hidden Markov models
• Hidden Markov Models for Speech Recognition
• Enumeration of Seven-Argument Threshold Functions

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