Title :
Wideband speech recovery from bandlimited speech in telephone communications
Author :
Yasukawa, Hiroshi
Author_Institution :
Fac. of Inf. Sci., Aichi Prefectural Univ., Japan
fDate :
31 May-3 Jun 1998
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;
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
DOI :
10.1109/ISCAS.1998.698794