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M Leisenberg

Publications and source records attributed to M Leisenberg.

4 recordsLinked to original sources

A new concept for Cochlear implant speech processing.

OBJECTIVE: A new speech processing concept and its implementation cochlear implant neural net, simulation and stimulation (CINSTIM), for cochlear implant systems is currently under investigation. The main objectives of this new strategy are to improve speech perception within the early rehabilitation period for prelingually deaf cochlear implant users and to improve speech perception in noise for all implant users. The advantage of this approach is the capability to assess and compare entirely different speech processing methods within the existing implant hardware. DESIGN: The processing concept is based on discrete sequences of distinguishable stimulus patterns, robust speech processing, and a classifier. The embedded Kohonen classifier employs unsupervised neural net algorithms. RESULTS: Initial experimental results have validated the general processing scheme as well as the development of this complex software. In addition, a limited alphabet of distinguishable stimulus patterns was achieved and assessed with experienced users of a conventional cochlear implant system. Test subjects were able to learn and recognize up to 60% of these artificial patterns after a few training sessions. Currently this speech processing strategy is being evaluated through the Cochlear MSP system; however, it is compatible with the other computer driven digital cochlear implant systems.

Cochlear Implants↗

CINSTIM: the Southampton Cochlear Implant-Neural Network Simulation and Stimulation framework: implementation advances of a new, neural net-based speech-processing concept.

CINSTIM, a powerful experimental CI tool based on a new, neural net-based robust speech-processing concept, has been implemented. The software package provides a user-friendly GUI. The implementation is block-oriented. That provides flexibility and the option of replacing or exchanging particular blocks for later modifications or extensions. With the first successful and promising patient test we have demonstrated the possibility of applying ANNs to CI speech processing (Leisenberg and Southgate, this suppl, section 16).

Cochlear Implants↗