Title :
Improving speech intelligibility in perceptual wavelet packet-based speech coding for cochlear implants
Author :
Dachasilaruk, Siriporn ; Bleeck, Stefan ; White, Paul
Author_Institution :
Inst. of Sound & Vibration Res., Univ. of Southampton, Southampton, UK
Abstract :
Speech intelligibility for noise reduction algorithms which were integrated into perceptual wavelet packet-based speech coding strategy in cochlear implant (CI) processors was investigated in this study. The noise reduction algorithms including time-adaptive wavelet thresholding (TAWT) and time-frequency spectral subtraction (TFSS) were selected for this study due to simple and suitable for real-time implementation. The experiments were compared without and with noise reduction algorithms for fourteen normal-hearing (NH) listeners. The speech sentences were corrupted by babble noise in different levels of signal-to-noise ratio (SNR) (i.e. 0, 5 and 10 dB). The experimental results showed that vocoded noisy speech with TAWT and TFSS provided higher intelligibility at 0 and 5 dB SNR but slightly lower intelligibility at 10 dB SNR when compared to vocoded noisy speech. CI listeners may benefit more than NH listeners in further study.
Keywords :
bioelectric phenomena; cochlear implants; medical signal processing; signal denoising; speech; speech coding; speech intelligibility; time-frequency analysis; wavelet transforms; CI listeners; Nil listeners; TAWT; TFSS; babble noise; cochlear implant processors; noise reduction algorithms; normal-hearing listeners; perceptual wavelet packet-based speech coding; real-time implementation; signal-to-noise ratio; speech intelligibility; speech sentences; time-adaptive wavelet thresholding; time-frequency spectral subtraction; vocoded noisy speech; Noise measurement; Noise reduction; Signal to noise ratio; Speech; Speech coding; Wavelet packets; Cochlear implant; spectral subtraction; speech intelligibility; wavelet packet; wavelet thresholding;
Conference_Titel :
Biomedical Engineering and Informatics (BMEI), 2014 7th International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4799-5837-5
DOI :
10.1109/BMEI.2014.7002793