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- W1971082816 abstract "The implementation of an adaptive Volterra filter to compensate for speaker non-linearity using a pipelined recurrent neural network based architecture is demonstrated. The proposed architecture consists of two stages: nonlinear stage performing a nonlinear second order Volterra (SOV) mapping from the input space to an intermediate space and a linear combiner performing a linear mapping from the intermediate space to the output space. The filter design is tested by implementing it on a dataplane processing unit configured for audio processing. The implemented algorithm is adjusted for Xtensa Processor and uses HiFi-2 DSP standard. The collected data confirms smaller error of the output with the speaker and also a very low settling time." @default.
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- W1971082816 date "2014-12-01" @default.
- W1971082816 modified "2023-09-27" @default.
- W1971082816 title "A novel adaptive volterra filter to compensate for speaker non-linearity" @default.
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- W1971082816 doi "https://doi.org/10.1109/icece.2014.7026856" @default.
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