DocumentCode :
1234326
Title :
Evaluation of an Artificial Speech Bandwidth Extension Method in Three Languages
Author :
Pulakka, Hannu ; Laaksonen, Laura ; Vainio, Martti ; Pohjalainen, Jouni ; Alku, Paavo
Author_Institution :
Dept. of Signal Process. & Acoust., Helsinki Univ. of Technol., Helsinki
Volume :
16
Issue :
6
fYear :
2008
Firstpage :
1124
Lastpage :
1137
Abstract :
Quality and intelligibility of narrowband telephone speech can be improved by artificial bandwidth extension (ABE), which extends the speech bandwidth using only information available in the narrowband speech signal. This paper reports a three-language evaluation of an ABE method that has recently been launched in several of Nokia´s mobile telephone models. The method extends the speech bandwidth to frequencies above the telephone band by first utilizing spectral folding and then modifying the magnitude spectrum of the extension band with spline curves. The performance of the method was evaluated by formal listening tests in American English, Russian, and Mandarin Chinese. The results of the listening tests indicate that ABE processing improved the subjective quality of coded narrowband speech in all these languages. Differences between bandwidth-extended American English test sentences and their original wideband counterparts were also evaluated using both an objective distance measure that simulates the characteristics of human hearing and a conventional spectral distortion measure. The average objective error was calculated for different categories of speech sounds. The error was found to be smallest in nasals and semivowels and largest in fricative sounds.
Keywords :
bandwidth allocation; natural languages; speech intelligibility; speech processing; ABE; American English; Mandarin Chinese; Russian; artificial speech bandwidth extension; magnitude spectrum; mobile telephone models; narrowband telephone speech intelligibility; narrowband telephone speech quality; spectral distortion measure; spline curves; three-language evaluation; Bandwidth extension; listening test; perceptual distance; speech enhancement; speech processing;
fLanguage :
English
Journal_Title :
Audio, Speech, and Language Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1558-7916
Type :
jour
DOI :
10.1109/TASL.2008.925149
Filename :
4531371
Link To Document :
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