ADVANCES IN HYBRID SVM/HMM SPEECH RECOGNITION In this paper, we describe our continuing work on the development of a hybrid SVM/HMM speech recognition system. The original hybrid system was evaluated on the OGI Alphadigits corpus and performed at 11.0% WER, compared to 11.9% for a t... J...
2 Bernd Burchard,Ronald Romer. Oliver Fox. A Single Chip Phoneme Based HMM Speech Recognition System for Consumer Applications. IEEE Transactions on Consumer Electronics,2000:46[3] 3 Rabiner L R,Wilpon J G,Soong F K. High Performance Connected Digit Recognition Using Hidden Markov Models. IEEE ...
Lee. Generative factor analyzed hmm for automatic speech recognition. Speech Communication, 45(4):435 - 454, 2005. ISSN 0167-6393. doi: DOI:10.1016/j.specom.2005.01.002. (Cited on page 39.)K. Yao,K.K. Paliwal and T.W. Lee.Generative factor analyzed HMM for automatic speech recognition...
"Speech-transformer: a no-recurrence sequence-to-sequence model for speech recognition."2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2018. CTC:Graves, Alex & Fernández, Santiago & Gomez, Faustino & Schmidhuber, Jürgen. (2006). Connectionist ...
State-of-the-art automatic speech recognition (ASR) techniques are typically based on hidden Markov models (HMMs) for the modeling of temporal sequences of feature vectors extracted from the speech signal. At the level of each HMM state, Gaussian mixture models (GMMs) or artificial neural networ...
另外,前向后向算法是EM 算法的一个特例,它避免了EM 算法的暴力计算,而采用动态规划思想来解决问题,Jelinek 在其书《Statistical Methods for Speech Recognition》中对前向后向算法与EM 算法的关系进行了详细描述,有兴趣的读者可以参考这本书。 类似于上面讲到的前向算法,我们也...
摘要:介绍语音识别技术在嵌入式系统中的应用状况与发展,以及在嵌入式系统中使用HMM语音识别算法的优点,并对基于HMM语音识别技术的系统进行介绍。 语音识别ASR(Automatic Speech Recognition)系统的实用化研究是近十年语音识别研究的一个主要方向。近年来,消费类电子产品对低成本、高稳健性的语音识别片上系统的需求快速增加...
翻译结果1复制译文编辑译文朗读译文返回顶部 hmm) has now become the mainstream technology of speech recognition [ 翻译结果2复制译文编辑译文朗读译文返回顶部 翻译结果3复制译文编辑译文朗读译文返回顶部 HMM) has now become a mainstream technology for speech recognition [ ...
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