DocumentCode :
3433819
Title :
Combining multiple estimators of speaking rate
Author :
Morgan, Nelson ; Fosler-Lussier, Eric
Author_Institution :
Int. Comput. Sci. Inst., Berkeley, CA, USA
Volume :
2
fYear :
1998
fDate :
12-15 May 1998
Firstpage :
729
Abstract :
We report progress in the development of a measure of speaking rate that is computed from the acoustic signal. The newest form of our analysis incorporates multiple estimates of rate; besides the spectral moment for a full-band energy envelope that we have previously reported, we also used pointwise correlation between pairs of compressed sub-band energy envelopes. The complete measure, called mrate, has been compared to a reference syllable rate derived from a manually transcribed subset of the Switchboard database. The correlation with transcribed syllable rate is significantly higher than our earlier measure; estimates are typically within 1-2 syllables/second of the reference syllable rate. We conclude by assessing the use of mrate as a detector for rapid speech
Keywords :
acoustic correlation; acoustic signal detection; acoustic signal processing; parameter estimation; spectral analysis; speech processing; speech recognition; Switchboard database; acoustic signal; automatic speech recognition systems; compressed sub-band energy envelopes; full-band energy envelope; long term spectral estimate; manually transcribed subset; mrate; multiple estimators; pointwise correlation; rapid speech detector; reference syllable rate; speaking rate measure; spectral moment; transcribed syllable rate; Acoustic measurements; Automatic speech recognition; Computer science; Databases; Detectors; Error analysis; Gold; Speech analysis; Speech recognition;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing, 1998. Proceedings of the 1998 IEEE International Conference on
Conference_Location :
Seattle, WA
ISSN :
1520-6149
Print_ISBN :
0-7803-4428-6
Type :
conf
DOI :
10.1109/ICASSP.1998.675368
Filename :
675368
Link To Document :
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