Method for audio signal processing on a hearing system, hearing system and neural network for audio signal processing
Methods, hearing systems and neural networks for audio signal processing are described. A hearing system comprises a neural network. An input audio signal is processed into an output audio signal at least partially by means of a processing unit of the hearing system. The audio signal processing of t...
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Main Authors | , , , , |
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Format | Patent |
Language | English |
Published |
29.06.2023
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Subjects | |
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Abstract | Methods, hearing systems and neural networks for audio signal processing are described. A hearing system comprises a neural network. An input audio signal is processed into an output audio signal at least partially by means of a processing unit of the hearing system. The audio signal processing of the input audio signal includes executing audio signal processing by the neural network for performing a step of the audio signal processing, determining a confidence parameter resembling the reliability of the audio signal processing by the neural network and steering the audio signal processing in dependence of the confidence parameter. A particularly suitable neural network is configured to solve a regression-based acoustic processing task and additionally determining the confidence parameter. |
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AbstractList | Methods, hearing systems and neural networks for audio signal processing are described. A hearing system comprises a neural network. An input audio signal is processed into an output audio signal at least partially by means of a processing unit of the hearing system. The audio signal processing of the input audio signal includes executing audio signal processing by the neural network for performing a step of the audio signal processing, determining a confidence parameter resembling the reliability of the audio signal processing by the neural network and steering the audio signal processing in dependence of the confidence parameter. A particularly suitable neural network is configured to solve a regression-based acoustic processing task and additionally determining the confidence parameter. |
Author | Santelli, Claudio Hofbauer, Markus Barbier, Manon Wagner, Paul Kroedel, Sebastian |
Author_xml | – fullname: Wagner, Paul – fullname: Kroedel, Sebastian – fullname: Santelli, Claudio – fullname: Barbier, Manon – fullname: Hofbauer, Markus |
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Snippet | Methods, hearing systems and neural networks for audio signal processing are described. A hearing system comprises a neural network. An input audio signal is... |
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Title | Method for audio signal processing on a hearing system, hearing system and neural network for audio signal processing |
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