Speech Recognition for Noisy Environments - Feasibility of Voice Command in Construction Settings
Abstract
People can comprehend speech even in noisy environments.
Yet, the same task for machines still remains to be an elusive
ambition. In this paper, by implementing a speech
recognition prototype as proof of concept for Volvo Construction
Equipment, we illustrate possibility of voice-commanding
construction machines in heavy noisy environments. The
findings of our research are not limited to Volvo Construction
Equipment, and this paper can be studied as a guideline
for boosting noise robustness of speech recognition applications.
Degree
Student essay
Collections
Date
2011-10-11Author
Akbarinia, Arash
Valdez Medrano, Javier
Zamani, Rashid
Keywords
speech recognition, noise robustness,
voice command, machine learning
Language
eng