Title :
A simplified computational technique for an LSF-based speech decoder
Author :
Mabrouk, Abdelfettah ; Hassim, Nurul
Author_Institution :
Comput. Sci. Dept., IIUM, Kaula Lumpur, Malaysia
Abstract :
Line Spectral Frequencies (LSF) have been widely used to represent Linear Prediction Coefficients (LPC) due to their excellent quantization characteristics. Among others, MPEG4-compliant audio decoders include a module for converting the LSF to LPC coefficients. This paper presents a new simplified computational technique for carrying out the LSF-to-LPC conversion process. The proposed technique cuts down on several arithmetic operations by establishing direct links between the LPC coefficients and the two polynomials representing the two extreme glottis conditions. The technique is a good candidate for hardware implementation on mobile devices designed for low bit-rate wireless communication. Results of two testing scenarios are reported to show the computational distortion of the hardware conversion module relative to that resulting from quantizing the LSF vectors.
Keywords :
audio coding; polynomials; quantisation (signal); speech coding; LSF-based speech decoder; LSF-to-LPC conversion; MPEG4-compliant audio decoders; arithmetic operations; bit-rate wireless communication; computational distortion; glottis conditions; hardware conversion module; line spectral frequencies; linear prediction coefficients; mobile devices; polynomials; quantization characteristics; simplified computational technique; Distortion measurement; Indexes;
Conference_Titel :
Circuits and Systems (MWSCAS), 2011 IEEE 54th International Midwest Symposium on
Conference_Location :
Seoul
Print_ISBN :
978-1-61284-856-3
Electronic_ISBN :
1548-3746
DOI :
10.1109/MWSCAS.2011.6026585