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Abstract: Audio-based speaker identi#cation degrades severely when there is a mismatchbetween training and test conditions either due to channel or noise. In this paper, we explore various techniques to fuse video based speaker identi#cation with audio-based speaker identi#cation to improve the performance under mismatched conditions. Speci#cally,we explore techniques to optimally determine the relativeweights of the independent decisions based on audio and video to achieve the best combination.... (Update)
Context of citations to this paper: More
.... 4, 5] Joint processing of audio and visual information have been used successfully in speaker change, speaker identification etc as well[6, 7]. In this paper, we propose to use the visual channel for establishment of speech intent. One can argue that rather than using the...
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BibTeX entry: (Update)
Benoit Maison, Chalapathy Neti, and Andrew Senior, "Audio-visual speaker recognition for video broadcast news: some fusion techniques, " in IEEE Multimedia Signal Processing (MMSP99), Denmark, September 1999. http://citeseer.ist.psu.edu/maison99audiovisual.html More
@misc{ maison99audiovisual,
author = "B. Maison and C. Neti and A. Senior",
title = "Audio-visual speaker recognition for video broadcast news: some fusion
techniques",
text = "Benoit Maison, Chalapathy Neti, and Andrew Senior, Audio-visual speaker
recognition for video broadcast news: some fusion techniques, in IEEE Multimedia
Signal Processing (MMSP99), Denmark, September 1999.",
year = "1999",
url = "citeseer.ist.psu.edu/maison99audiovisual.html" }
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