Quantifying The Effect Of Room Response On Automatic Speech Recognition Systems
Abstract
It has been demonstrated that the acoustic environment has an impact on timbre and speech intelligibility. Automatic speech recognition is an established area that suffers from the negative effects of mismatch between different room impulse responses (RIR.) To better understand the changes imparted by the RIR, we have created synthetic responses to simulate utterances recorded in different locations. Using speech recognition techniques to quantify our results, we then looked for trends in performance to connect with impulse response changes.
Recommended Citation
J. Anderson and J. Harris, "Quantifying The Effect Of Room Response On Automatic Speech Recognition Systems," Audio Engineering Society 125th Audio Engineering Society Convention 2008, vol. 1, pp. 418 - 422, Audio Engineering Society, Dec 2008.
Department(s)
Electrical and Computer Engineering
International Standard Book Number (ISBN)
978-160560712-2
Document Type
Article - Conference proceedings
Document Version
Citation
File Type
text
Language(s)
English
Rights
© 2025 Audio Engineering Society, All rights reserved.
Publication Date
01 Dec 2008
