Abstract: Existing algorithms for estimating the model parameters of an explicit-duration hidden Markov model (HMM) usually require computations as large as O((MD/sup 2/ + M/sup 2/)T) or O(M/sup 2/ DT ...

Abstract: Timing offset and channel estimation plays an important role in the performance of amplify-and-forward two-way relay networks. The state-of-the art approach models the system as a Hidden ...

本文简明讲述GMM-HMM在语音识别上的原理，建模和测试过程。 ANS：一个有隐节点（unobservable）和可见节点（visible）的马尔科夫过程（见详解）。 隐节点表示状态，可见节点表示我们听到的语音或者看到的时序信号。 最开始时，我们指定这个HMM的结构，训练HMM ...

A complete C++ implementation of the Python hmmlearn library, featuring modern C++17, Eigen for linear algebra, and comprehensive HMM algorithms. hmm_c++/ ├── include/ # Header files │ ├── types.hpp # ...

Popular fantasy author Leigh Bardugo is primarily known for her Grishaverse series, high fantasy YA novels about a magical subclass who can manipulate matter at its most fundamental levels. Full of ...

If you’re a romance reader, or you’ve been in the vicinity of a bookstore anytime over the past couple of years, you’re probably familiar with this trend. Go to the display with the sign reading some ...

Sequentia is a Python package that provides various classification and regression algorithms for sequential data, including methods based on hidden Markov models and dynamic time warping. Some ...