Title :
Vocal tract imaging system for post-laryngectomy voice replacement
Author :
Jun Cai ; Hueber, T. ; Manitsaris, Sotiris ; Roussel, Philippe ; Crevier-Buchman, Lise ; Stone, Maureen ; Pillot-Loiseau, Claire ; Chollet, Gerard ; Dreyfus, Gerard ; Denby, Bruce
Author_Institution :
Univ. Pierre et Marie Curie, Paris, France
Abstract :
The article describes a system that uses real time measurements of the vocal tract to drive a voice-replacement system for post-laryngectomy patients. Based on a thermoformed acquisition helmet, miniature ultrasound machine, and video camera, and incorporating Hidden Markov Model speech recognition, the device has been tested on three speakers, one of whom has undergone a total laryngectomy. Results show that the device obtains exploitable recognition rates, and that performances on normal and post-laryngectomy speakers are nearly identical. The technique can also enable voice communication for normal speakers in situations where silence must be maintained.
Keywords :
biological organs; biomedical transducers; biomedical ultrasonics; hidden Markov models; medical image processing; physiological models; ultrasonic imaging; ultrasonic transducers; video cameras; voice communication; hidden Markov model speech recognition; miniature ultrasound machine; post-laryngectomy patients; post-laryngectomy speakers; post-laryngectomy voice replacement system; real time measurements; thermoformed acquisition helmet; video camera; vocal tract imaging system; voice communication; Hidden Markov models; Speech; Speech recognition; Tongue; Training; Ultrasonic imaging; Visualization; handicapped speech; laryngectomy; silent speech interface; vocal tract measurement; voice replacement;
Conference_Titel :
Instrumentation and Measurement Technology Conference (I2MTC), 2013 IEEE International
Conference_Location :
Minneapolis, MN
Print_ISBN :
978-1-4673-4621-4
DOI :
10.1109/I2MTC.2013.6555501