DocumentCode
325986
Title
Wideband speech recovery from bandlimited speech in telephone communications
Author
Yasukawa, Hiroshi
Author_Institution
Fac. of Inf. Sci., Aichi Prefectural Univ., Japan
Volume
4
fYear
1998
fDate
31 May-3 Jun 1998
Firstpage
202
Abstract
This paper describes methods that can enhance the quality of speech signals that are severely band limited during regular telephone speech transmission. We have already proposed a spectrum widening method that utilizes aliasing in sampling rate conversion and digital filtering for spectrum shaping. This paper discusses the method using linear prediction. Speech components of the outbands of the received signal are basically generated by LPC (linear predictive coding) synthesis by analysis. Furthermore, we discuss a new spectrum widening method using a multilayer backpropagation neural network. It is shown that the proposed method has a good performance of recovering the wideband speech
Keywords
backpropagation; digital filters; filtering theory; linear predictive coding; multilayer perceptrons; speech enhancement; speech recognition; telephony; LPC; analysis; bandlimited speech; digital filtering; linear predictive coding; multilayer backpropagation neural network; received signal; sampling rate conversion; spectrum shaping; spectrum widening method; synthesis; telephone communications; telephone speech transmission; wideband speech recovery; Digital filters; Filtering; Linear predictive coding; Multi-layer neural network; Sampling methods; Speech analysis; Speech enhancement; Speech synthesis; Telephony; Wideband;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 1998. ISCAS '98. Proceedings of the 1998 IEEE International Symposium on
Conference_Location
Monterey, CA
Print_ISBN
0-7803-4455-3
Type
conf
DOI
10.1109/ISCAS.1998.698794
Filename
698794
Link To Document