Quantifying the Effect of Room Response on Automatic Speech Recognition Systems
×
Cite This
Citation & Abstract
J. Anderson, and J. Harris, "Quantifying the Effect of Room Response on Automatic Speech Recognition Systems," Paper 7548, (2008 October.). doi:
J. Anderson, and J. Harris, "Quantifying the Effect of Room Response on Automatic Speech Recognition Systems," Paper 7548, (2008 October.). doi:
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.
@article{anderson2008quantifying,
author={anderson, jeremy and harris, john},
journal={journal of the audio engineering society},
title={quantifying the effect of room response on automatic speech recognition systems},
year={2008},
volume={},
number={},
pages={},
doi={},
month={october},}
@article{anderson2008quantifying,
author={anderson, jeremy and harris, john},
journal={journal of the audio engineering society},
title={quantifying the effect of room response on automatic speech recognition systems},
year={2008},
volume={},
number={},
pages={},
doi={},
month={october},
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.},}
TY - paper
TI - Quantifying the Effect of Room Response on Automatic Speech Recognition Systems
SP -
EP -
AU - Anderson, Jeremy
AU - Harris, John
PY - 2008
JO - Journal of the Audio Engineering Society
IS -
VO -
VL -
Y1 - October 2008
TY - paper
TI - Quantifying the Effect of Room Response on Automatic Speech Recognition Systems
SP -
EP -
AU - Anderson, Jeremy
AU - Harris, John
PY - 2008
JO - Journal of the Audio Engineering Society
IS -
VO -
VL -
Y1 - October 2008
AB - 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.
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.
Authors:
Anderson, Jeremy; Harris, John
Affiliation:
University of Florida
AES Convention:
125 (October 2008)
Paper Number:
7548
Publication Date:
October 1, 2008Import into BibTeX
Subject:
Room Acoustics and Binaural Audio
Permalink:
http://www.aes.org/e-lib/browse.cfm?elib=14700
