Title :
Towards optimal quantization in multistage audio coding
Author :
Vafin, Renat ; Kleijn, W. Bastiaan
Author_Institution :
Dept. of Signals, Sensors & Syst., KTH, Stockholm, Sweden
Abstract :
We develop a new method for quantization in multistage audio coding. We consider the case of a two-stage sinusoidal/waveform coder. Given a distortion measure and a bit-rate constraint, we analytically derive the optimal rate distribution between subcoders (stages) and the corresponding optimal quantizers, which allows the coder to adapt easily to changes in bit-rate requirements. We verify that the performance, both in terms of signal-to-noise ratio (SNR) and perceptual quality, is higher if the input to the second stage is obtained by subtracting the quantized first-stage reconstruction from the original signal, as opposed to subtracting the unquantized reconstruction.
Keywords :
adaptive codes; audio coding; distortion; quantisation (signal); signal reconstruction; speech coding; SNR; adaptive coding; bit-rate constraint; distortion measure; multistage audio coding; optimal quantization; perceptual quality; signal reconstruction; signal-to-noise ratio; sinusoidal coder; speech signals; waveform coder; Audio coding; Bit rate; Distortion measurement; Quantization; Sensor systems; Signal processing; Signal to noise ratio; Speech coding; Speech enhancement; Speech processing;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
Conference_Location :
Montreal, Que., Canada
Print_ISBN :
0-7803-8484-9
DOI :
10.1109/ICASSP.2004.1326799