DocumentCode :
2270022
Title :
Intelligibility of speech with filtered time trajectories of spectral envelopes
Author :
Arai, Takayuki ; Pavel, Misha ; Hermansky, Hynek ; Avendano, Carlos
Author_Institution :
Oregon Graduate Inst. of Sci. & Technol., Portland, OR, USA
Volume :
4
fYear :
1996
fDate :
3-6 Oct 1996
Firstpage :
2490
Abstract :
The effect of filtering the time trajectories of spectral envelopes on speech intelligibility was investigated. Since the LPC cepstrum forms the basis of many automatic speech recognition systems, the authors filtered time trajectories of the LPC cepstrum of speech sounds, and the modified speech was reconstructed after the filtering. For processing, they applied low-pass, high-pass and band-pass filters. The accuracy results from the perceptual experiments for Japanese syllables show that speech intelligibility is not severely impaired as long as the filtered spectral components have 1) a rate of change faster than 1 Hz when high-pass filtered, 2) a rate of change slower than 24 Hz when low-pass filtered, and 3) a rate of change between 1 and 16 Hz when band-pass filtered
Keywords :
acoustic filters; band-pass filters; cepstral analysis; high-pass filters; low-pass filters; speech intelligibility; speech processing; speech recognition; Japanese syllables; LPC cepstrum; automatic speech recognition systems; band-pass filters; filtered spectral components; filtered time trajectories; high-pass filters; low-pass filters; modified speech reconstruction; perceptual experiments; spectral envelopes; speech intelligibility; speech sounds; Automatic speech recognition; Band pass filters; Cepstral analysis; Filtering; Finite impulse response filter; Linear predictive coding; Low pass filters; Speech analysis; Speech processing; Speech recognition;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Spoken Language, 1996. ICSLP 96. Proceedings., Fourth International Conference on
Conference_Location :
Philadelphia, PA
Print_ISBN :
0-7803-3555-4
Type :
conf
DOI :
10.1109/ICSLP.1996.607318
Filename :
607318
Link To Document :
بازگشت