Abstract
The Internet Low Bit-rate Coder (iLBC) has emerged as a candidate for Voice over Internet Protocol (VoIP) applications. By avoiding the inter-frame coding dependencies endemic to many speech coders such as those based on Code Excited Linear Prediction, iLBC is able to achieve superior robustness to packet loss. In addition to robustness to packet loss, a VoIP codec should possess the agility to adjust its source coding rate in order to react to network congestion and to be amenable to joint source channel coding for wireless channels. Towards this end, we develop a new formulation of the iLBC encoding process that allows for a variable rate iLBC. In particular, we demonstrate how the LP excitation signal is constructed from a much shorter vector of 'start state' samples through a non-square synthesis matrix that captures the effects of the Adaptive Codebook operations. With this new framework, the search and quantization of the start state is re-formulated as an Analysis by Synthesis matching problem. We demonstrate how a Multi-Pulse (MP) approach can be utilized to effect a variable rate coding solution for this new framework. A variable rate coder with the MP start state achieves better performance than the Adaptive Multi-Rate (AMR) coder at 12.2 and 10.2 kbps for packet loss rates greater than 4 %.
| Original language | English |
|---|---|
| Title of host publication | ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| Volume | I |
| ISBN (Print) | 0780388747, 9780780388741 |
| DOIs | |
| State | Published - Jan 1 2005 |
| Event | 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05 - Philadelphia, PA, United States Duration: Mar 18 2005 → Mar 23 2005 |
Other
| Other | 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05 |
|---|---|
| Country | United States |
| City | Philadelphia, PA |
| Period | 3/18/05 → 3/23/05 |
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ASJC Scopus subject areas
- Electrical and Electronic Engineering
- Signal Processing
- Acoustics and Ultrasonics
Cite this
Towards iLBC speech coding at lower rates through a new formulation of the start state search. / Garrido, Christopher M.; Murthi, Manohar; Andersen, Søren Vang.
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Vol. I Institute of Electrical and Electronics Engineers Inc., 2005. 1415227.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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TY - GEN
T1 - Towards iLBC speech coding at lower rates through a new formulation of the start state search
AU - Garrido, Christopher M.
AU - Murthi, Manohar
AU - Andersen, Søren Vang
PY - 2005/1/1
Y1 - 2005/1/1
N2 - The Internet Low Bit-rate Coder (iLBC) has emerged as a candidate for Voice over Internet Protocol (VoIP) applications. By avoiding the inter-frame coding dependencies endemic to many speech coders such as those based on Code Excited Linear Prediction, iLBC is able to achieve superior robustness to packet loss. In addition to robustness to packet loss, a VoIP codec should possess the agility to adjust its source coding rate in order to react to network congestion and to be amenable to joint source channel coding for wireless channels. Towards this end, we develop a new formulation of the iLBC encoding process that allows for a variable rate iLBC. In particular, we demonstrate how the LP excitation signal is constructed from a much shorter vector of 'start state' samples through a non-square synthesis matrix that captures the effects of the Adaptive Codebook operations. With this new framework, the search and quantization of the start state is re-formulated as an Analysis by Synthesis matching problem. We demonstrate how a Multi-Pulse (MP) approach can be utilized to effect a variable rate coding solution for this new framework. A variable rate coder with the MP start state achieves better performance than the Adaptive Multi-Rate (AMR) coder at 12.2 and 10.2 kbps for packet loss rates greater than 4 %.
AB - The Internet Low Bit-rate Coder (iLBC) has emerged as a candidate for Voice over Internet Protocol (VoIP) applications. By avoiding the inter-frame coding dependencies endemic to many speech coders such as those based on Code Excited Linear Prediction, iLBC is able to achieve superior robustness to packet loss. In addition to robustness to packet loss, a VoIP codec should possess the agility to adjust its source coding rate in order to react to network congestion and to be amenable to joint source channel coding for wireless channels. Towards this end, we develop a new formulation of the iLBC encoding process that allows for a variable rate iLBC. In particular, we demonstrate how the LP excitation signal is constructed from a much shorter vector of 'start state' samples through a non-square synthesis matrix that captures the effects of the Adaptive Codebook operations. With this new framework, the search and quantization of the start state is re-formulated as an Analysis by Synthesis matching problem. We demonstrate how a Multi-Pulse (MP) approach can be utilized to effect a variable rate coding solution for this new framework. A variable rate coder with the MP start state achieves better performance than the Adaptive Multi-Rate (AMR) coder at 12.2 and 10.2 kbps for packet loss rates greater than 4 %.
UR - http://www.scopus.com/inward/record.url?scp=33646764229&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=33646764229&partnerID=8YFLogxK
U2 - 10.1109/ICASSP.2005.1415227
DO - 10.1109/ICASSP.2005.1415227
M3 - Conference contribution
AN - SCOPUS:33646764229
SN - 0780388747
SN - 9780780388741
VL - I
BT - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
ER -