Title :
Automated lip-reading for improved speech intelligibility
Author :
McClain, Matthew ; Brady, Kevin ; Brandstein, Michael ; Quatieri, Thomas
Author_Institution :
Lincoln Lab., MIT, Lexington, MA, USA
Abstract :
Various psycho-acoustical experiments have concluded that visual features strongly affect the perception of speech. This contribution is most pronounced in noisy environments where the intelligibility of audio-only speech is quickly degraded. The paper explores the effectiveness of using extracted visual features, such as lip height and width, for improving speech intelligibility in noisy environments. The intelligibility content of these extracted visual features is investigated through an intelligibility test on an animated rendition of the video generated from the extracted visual features, as well as on the original video. These experiments demonstrate that the extracted video features do contain important aspects of intelligibility that may be utilized in augmenting speech enhancement and coding applications. Alternatively, these extracted visual features can be transmitted in a bandwidth effective way to augment speech coders.
Keywords :
computer animation; feature extraction; hearing; speech coding; speech enhancement; speech intelligibility; video signal processing; automated lip-reading; speech coders; speech coding; speech enhancement; speech intelligibility; speech perception; visual feature extraction; Acoustic noise; Animation; Bandwidth; Degradation; Feature extraction; Psychology; Speech enhancement; Speech processing; Testing; Working environment noise;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
Print_ISBN :
0-7803-8484-9
DOI :
10.1109/ICASSP.2004.1326082