DocumentCode
2971163
Title
Audiovisual arrays for untethered spoken interfaces
Author
Wilson, Kevin ; Rangarajan, Vibhav ; Checka, Neal ; Darrell, Trevor
Author_Institution
Artificial Intelligence Lab., MIT, Cambridge, MA, USA
fYear
2002
fDate
2002
Firstpage
389
Lastpage
394
Abstract
When faced with a distant speaker at a known location in a noisy environment, a microphone array can provide a significantly improved audio signal for speech recognition. Estimating the location of a speaker in a reverberant environment from audio information alone can be quite difficult, so we use an array of video cameras to aid localization. Stereo processing techniques are used on pairs of cameras, and foreground 3-D points are grouped to estimate the trajectory of people as they move in an environment. These trajectories are used to guide a microphone array beamformer. Initial results using this system for speech recognition demonstrate increased recognition rates compared to non-array processing techniques.
Keywords
speech recognition; speech-based user interfaces; stereo image processing; video cameras; audio signal; audiovisual arrays; microphone array; microphone array beamformer; noisy environment; speech recognition; trajectory estimation; untethered spoken interfaces; video cameras; Array signal processing; Cameras; Loudspeakers; Microphone arrays; Radar tracking; Reverberation; Sensor arrays; Speech processing; Speech recognition; Working environment noise;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimodal Interfaces, 2002. Proceedings. Fourth IEEE International Conference on
Print_ISBN
0-7695-1834-6
Type
conf
DOI
10.1109/ICMI.2002.1167026
Filename
1167026
Link To Document