Neural Associative Memories and Hidden Markov Models for Speech Recognition

机译：语音识别的神经联想记忆和隐马尔可夫模型

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We have implemented a system that can understand spoken command sentences like "Bot lift green apple" using hidden Markov models (HMMs) and neural associative memories. After speaking a command sentence into a microphone, the system processes it in three

机译：我们已经实现了一个系统，该系统可以使用隐藏的马尔可夫模型（HMM）和神经联想记忆来理解口语命令语句，例如“举起青苹果”。在麦克风中说出命令语句后，系统将其分为三部分进行处理

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《Neural Networks, The 2007 IEEE International Joint Conference on》|2007年|P.1572-1577|共6页
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Kayikci; Z.K.; Markert; H.; Palm; G.;
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中图分类工业技术;
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content-addressable storage; hidden Markov models; microphones; neural nets; speech recognition; hidden Markov models; microphone; neural associative memories; speech recognition; subsymbolic representation;

机译：内容可寻址存储;隐马尔可夫模型;麦克风;神经网络;语音识别;隐马尔可夫模型;麦克风;神经联想记忆;语音识别;亚符号表示;

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专利

1. Robust combination of neural networks and hidden Markov models for speech recognition [J] . Trentin E., Gori M. IEEE Transactions on Neural Networks . 2003,第6期

机译：神经网络和隐马尔可夫模型的鲁棒组合，用于语音识别
2. Speech recognition algorithm based on neural network and hidden Markov model [J] . Zhao Jianhui, Gao Hongbo, Liu Yuchao, 中国邮电高校学报（英文版） . 2018,第004期

机译：基于神经网络和隐马尔可夫模型的语音识别算法
3. A HYBRID SPEECH RECOGNITION SYSTEM WITH HIDDEN MARKOV MODEL AND RADIAL BASIS FUNCTION NEURAL NETWORK [J] . Judith Justin, Ila Vennila American journal of applied sciences . 2013,第10期

机译：具有隐马尔可夫模型和径向基函数神经网络的混合语音识别系统。
4. Neural Associative Memories and Hidden Markov Models for Speech Recognition [C] . Kayikci, Z.K., Markert, Neural Networks, The 2007 IEEE International Joint Conference on . 2007

机译：语音识别的神经联想记忆和隐马尔可夫模型
5. Online Learning of Large Margin Hidden Markov Models for Automatic Speech Recognition. [D] . Cheng, Chih-Chieh. 2011

机译：在线学习大余量隐马尔可夫模型以进行自动语音识别。
6. Assessment of Dysarthria Using One-Word Speech Recognition with Hidden Markov Models [O] . Seung Hak Lee, Minje Kim, Han Gil Seo, 2019

机译：使用隐马尔可夫模型的单字语音识别评估构音障碍
7. Telephone Speech Recognition using Neural Networks and Hidden Markov Models [O] . Dongsuk Yuk, James Flanagan 1999

机译：基于神经网络和隐马尔可夫模型的电话语音识别
8. Improving on hidden Markov models: An articulatorily constrained, maximum likelihood approach to speech recognition and speech coding [R] . Hogden, J. 1996

机译：改进隐马尔可夫模型：语音识别和语音编码的语义约束，最大似然方法

Neural Associative Memories and Hidden Markov Models for Speech Recognition

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