Title | ||
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Environment-adaptive speech enhancement for bilateral cochlear implants using a single processor |
Abstract | ||
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A computationally efficient speech enhancement pipeline in noisy environments based on a single-processor implementation is developed for utilization in bilateral cochlear implant systems. A two-channel joint objective function is defined and a closed form solution is obtained based on the weighted-Euclidean distortion measure. The computational efficiency and no need for synchronization aspects of this pipeline make it a suitable solution for real-time deployment. A speech quality measure is used to show its effectiveness in six different noisy environments as compared to a similar one-channel enhancement pipeline when using two separate processors or when using independent sequential processing. |
Year | DOI | Venue |
---|---|---|
2013 | 10.1016/j.specom.2012.10.004 | Speech Communication |
Keywords | Field | DocType |
Bilateral cochlear implants,Single-processor speech enhancement for bilateral cochlear implants,Environment-adaptive speech enhancement | Speech enhancement,Synchronization,Software deployment,Speech quality,Computer science,Closed-form expression,Speech recognition,Cochlear implant,Distortion | Journal |
Volume | Issue | ISSN |
55 | 4 | 0167-6393 |
Citations | PageRank | References |
5 | 0.64 | 12 |
Authors | ||
4 |
Name | Order | Citations | PageRank |
---|---|---|---|
Taher S Mirzahasanloo | 1 | 27 | 3.64 |
Nasser D. Kehtarnavaz | 2 | 534 | 66.02 |
Vanishree Gopalakrishna | 3 | 33 | 4.31 |
Philipos C. Loizou | 4 | 991 | 71.00 |