Towards Discriminative Training Estimators for HMM Speech Recognition System

M. Frikha; Z. Ben Messaoud; A. Ben Hamida

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Towards Discriminative Training Estimators for HMM Speech Recognition System

机译：面向HMM语音识别系统的判别训练估计器

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This study investigates the issue of improving the discriminative training capabilities in Hidden Markov Model (HMM) isolated word recognition task. Hence for, two optimization criterions in the training phase are focused; the minimization of recognition

机译：本研究探讨了在隐马尔可夫模型（HMM）孤立词识别任务中提高判别训练能力的问题。因此，为此，在训练阶段着重考虑了两个优化标准。识别最小化

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《Journal of Applied Sciences》 |2007年第24期|共9页
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M. Frikha; Z. Ben Messaoud; A. Ben Hamida;
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中图分类农业科学;
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1. Towards Discriminative Training Estimators for HMM Speech Recognition System [J] . M. Frikha, Z. Ben Messaoud, A. Ben Hamida Journal of Applied Sciences . 2007,第24期

机译：面向HMM语音识别系统的判别训练估计器
2. Discriminative training of HMMs for automatic speech recognition: A survey [J] . Hui Jiang Computer speech and language . 2010,第4期

机译：用于自动语音识别的HMM的歧视性培训：一项调查
3. Data Balancing for Efficient Training of Hybrid ANN/HMM Automatic Speech Recognition Systems [J] . Garcia-Moral A. I., Solera-Urena R., Pelaez-Moreno C., Audio, Speech, and Language Processing, IEEE Transactions on . 2011,第3期

机译：数据平衡可有效训练混合ANN / HMM自动语音识别系统
4. Simultaneous Discriminative Training and Mixture Splitting of HMMs for Speech Recognition [C] . Muhammad Ali Tahir, Markus Nussbaum-Thom, Ralf Schlueter, Annual conference of the International Speech Communication Association . 2012

机译：HMM的同时判别训练和混合拆分，用于语音识别
5. Statistics of nonlinear averaging spectral estimators and a novel distance measure for HMMs with application to speech quality estimation. [D] . Liang, Hongkang. 2005

机译：非线性平均频谱估计器的统计数据和HMM的新型距离测度，并应用于语音质量估计。
6. Estimation of Phoneme-Specific HMM Topologies for the Automatic Recognition of Dysarthric Speech [O] . Santiago-Omar Caballero-Morales 2013

机译：语音异常自动识别的音素特定HMM拓扑估计
7. Simultaneous Discriminative Training and Mixture Splitting of HMMs for Speech Recognition [O] . Tahir Muhammad Ali, Nußbaum-Thom Markus, Schlüter Ralf, 2012

机译：HMM的同时判别训练和混合拆分，用于语音识别

Towards Discriminative Training Estimators for HMM Speech Recognition System

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