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
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