HMM-based automatic speech commands and instructions recognition system for Polish language

Sebastian Wydra

doi:10.1117/12.674960

26 April 2006 HMM-based automatic speech commands and instructions recognition system for Polish language

Sebastian Wydra

Proceedings Volume 6159, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments IV; 615949 (2006) https://doi.org/10.1117/12.674960
Event: Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments IV, 2005, Wilga, Poland

Abstract

This paper discusses an implementation of a speaker independent Automatic Speech Recognition (ASR) system for the Polish keywords. The goal of this project is to build Polish commands and instructions recognition system working with clean and compressed speech. In our implementation recognized keywords come from ROBOT corpora created in Automatics and Robotics Institute of Military Academy of Warsaw. ROBOT corpora consist of a robot control instructions recorded from 30 speakers. We used keywords directly from corpora as 22kHz/16bit signal and also its 2.4kbit/s coded version.

Citation Download Citation

Sebastian Wydra "HMM-based automatic speech commands and instructions recognition system for Polish language", Proc. SPIE 6159, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments IV, 615949 (26 April 2006); https://doi.org/10.1117/12.674960

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