Title :
Non-audible murmur recognition input interface using stethoscopic microphone attached to the skin
Author :
Nakajima, Yoshitaka ; Kashioka, Hideki ; Shikano, Kiyohiro ; Campbell, Nick
Author_Institution :
Graduate Sch. of Sci. Inf., Nara Inst. of Sci. & Technol., Japan
Abstract :
We propose a new style of practical input interface for the recognition of non-audible murmur (NAM), i.e., for the recognition of inaudible speech produced without vibration of the vocal folds. We have developed a microphone attachment, which adheres to the skin, applying the principle of a medical stethoscope, found the ideal position for sampling flesh-conducted NAM sound vibration and retrained an acoustic model with NAM samples. Then, using the Julius Japanese Dictation Toolkit, we tested the possibilities for practical use of this method in place of an external microphone for analyzing air-conducted voice sound.
Keywords :
microphones; speech recognition; speech-based user interfaces; Julius Japanese Dictation Toolkit; acoustic model; inaudible speech recognition; input interface; nonaudible murmur recognition; stethoscopic microphone; Acoustic noise; Cellular phones; Information science; Microphones; Sampling methods; Skin; Speech analysis; Speech recognition; Stethoscope; Working environment noise;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
Print_ISBN :
0-7803-7663-3
DOI :
10.1109/ICASSP.2003.1200069