Oct 6, 2011 · In this article the relevant training aspects for building robust and accurate HMM models for large vocabulary recognition system are ...

The relevant training aspects for building robust and accurate HMM models for large vocabulary recognition system are discussed and adjusted, namely: speech ...

In this paper, we are interested in the development of an HMM-based Automatic Speech Recognition (ASR) system dedicated to Standard Arabic (SA) language. The ...

May 22, 2024 · Training an accurate and robust ASR system is a crucial step in the development process. It involves preparing a diverse and high-quality ...

This paper presents the theoretical basis and preliminary experimental results of a new HMM model, referred to as HMM2, which can be considered as a mixture ...

Jul 15, 2024 · This article will briefly discuss Hidden Markov Models, their applications, constituents, decoding methodologies, and more.

robust and accurate HMM models using standard methods and systems on the professional database. ... or cross-lingual HMM models for large vocabulary ASR systems.

Building accurate and robust HMM models for practical ASR systems. Article. Full-text available. Mar 2011; TELECOMMUN SYST. Juraj Kačur ...

ASR models, also referred to as Speech-to-Text (STT), intelligently recognize human speech and convert it into a written format.

This paper is a part of ongoing research efforts aspiring to build an accurate Arabic ASR system for teaching and learning purposes.