Name
Title | ||
|---|---|---|
Model-based speech signal coding using optimized temporal decomposition for storage and broadcasting applications |
Abstract | ||
|---|---|---|
A dynamic programming-based optimization strategy for a temporal decomposition (TD) model of speech and its application to low-rate speech coding in storage and broadcasting is presented. In previous work with the spectral stability-based event localizing (SBEL) TD algorithm, the event localization was performed based on a spectral stability criterion. Although this approach gave reasonably good results, there was no assurance on the optimality of the event locations. In the present work, we have optimized the event localizing task using a dynamic programming-based optimization strategy. Simulation results show that an improved TD model accuracy can be achieved. A methodology of incorporating the optimized TD algorithm within the standard MELP speech coder for the efficient compression of speech spectral information is also presented. The performance evaluation results revealed that the proposed speech coding scheme achieves 50%-60% compression of speech spectral information with negligible degradation in the decoded speech quality. |
Year | DOI | Venue |
|---|---|---|
2003 | 10.1155/S1110865703304056 | EURASIP J. Adv. Sig. Proc. |
Keywords | Field | DocType |
low-rate speech,speech spectral information,dynamic programming-based optimization strategy,td algorithm,decoded speech quality,event location,standard melp speech coder,improved td model accuracy,event localization,proposed speech,broadcasting application,optimized temporal decomposition,model-based speech signal,speech coding,quantization,signal processing,dynamic programming | Dynamic programming,Signal processing,Broadcasting,Speech coding,Voice activity detection,Computer science,Speech recognition,Codec2,Quantization (signal processing),Linear predictive coding | Journal |
Volume | Issue | ISSN |
2003, | 10 | 1687-6180 |
Citations | PageRank | References |
3 | 0.41 | 11 |
Authors | ||
3 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Chandranath R. N. Athaudage | 1 | 83 | 7.99 |
| Alan B. Bradley | 2 | 17 | 3.50 |
| Margaret Lech | 3 | 239 | 24.84 |