Title :
A speech locked loop for cochlear implants and speech prostheses
Author :
Wee, Keng Hoong ; Turicchia, Lorenzo ; Sarpeshkar, Rahul
Author_Institution :
Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore, Singapore
Abstract :
We have previously described a feedback loop that combines an auditory processor with a low-power analog integrated-circuit vocal tract to create a speech-locked-loop. Here, we describe how the speech-locked loop can help improve speech recognition in noise by re-synthesizing clean speech from noisy speech. Therefore, it is potentially useful for improving speech recognition in noise, important in cochlear implant and other applications. We show that it can also produce good-quality speech with articulatory parameters, which are inherently low-dimensional and robust. Therefore, it is potentially also useful in brain-machine-based speech prostheses.
Keywords :
analogue integrated circuits; cochlear implants; speech recognition; speech synthesis; analog integrated-circuit vocal tract; articulatory parameters; auditory processor; brain machine speech prostheses; cochlear implants; noisy speech; speech locked loop; speech recognition; hearing prothesis; speech locked loop (SLL); speech prosthesis;
Conference_Titel :
Applied Sciences in Biomedical and Communication Technologies (ISABEL), 2010 3rd International Symposium on
Conference_Location :
Rome
Print_ISBN :
978-1-4244-8131-6
DOI :
10.1109/ISABEL.2010.5702864