Web Reference: Jul 23, 2025 · It is widely used in various applications such as speech recognition, bioinformatics, and natural language processing. This article delves into the fundamentals of the Viterbi algorithm, its applications, and a step-by-step guide to its implementation. The Viterbi algorithm is a dynamic programming algorithm that finds the most likely sequence of hidden events that would explain a sequence of observed events. The result of the algorithm is often called the Viterbi path. It is most commonly used with hidden Markov models (HMMs). Jun 2, 2025 · In this blog post, we’ll break down the intuition behind the Viterbi Algorithm, explain how it works step by step, walk through a simple example, and explore some of its real-world applications.
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