Method for audio signal processing on a hearing system, the hearing system having -- an audio input unit , -- a processing unit for audio signal processing, -- an audio output unit , and -- a neural network (6; 20) for audio signal processing, and comprising the steps of: - receiving an input audio signal (I) by means of the audio input unit , - audio signal processing the input audio signal (I) into an output audio signal (O) at least partially by means of the processing unit , including -- executing audio signal processing by the neural network for performing a step of the audio signal processing, -- determining a confidence parameter (C) resembling a reliability of the audio signal processing by the neural network , wherein the confidence parameter (C) is an estimate of the accuracy of the neural network processing, and -- steering the audio signal processing in dependence of the confidence parameter (C), - outputting the output audio signal (O) by means of the audio output unit , characterized in that the confidence parameter (C) determines whether a network output (A1; NO) of the neural network (6; 20) is used in further processing steps of the audio signal processing. -- an audio input unit , -- a processing unit for audio signal processing, -- an audio output unit , and -- a neural network (6; 20) for audio signal processing, and comprising the steps of: - receiving an input audio signal (I) by means of the audio input unit , - audio signal processing the input audio signal (I) into an output audio signal (O) at least partially by means of the processing unit , including -- executing audio signal processing by the neural network for performing a step of the audio signal processing, -- determining a confidence parameter (C) resembling a reliability of the audio signal processing by the neural network , wherein the confidence parameter (C) is an estimate of the accuracy of the neural network processing, and -- steering the audio signal processing in dependence of the confidence parameter (C), - outputting the output audio signal (O) by means of the audio output unit , - receiving an input audio signal (I) by means of the audio input unit , - audio signal processing the input audio signal (I) into an output audio signal (O) at least partially by means of the processing unit , including -- executing audio signal processing by the neural network for performing a step of the audio signal processing, -- determining a confidence parameter (C) resembling a reliability of the audio signal processing by the neural network , wherein the confidence parameter (C) is an estimate of the accuracy of the neural network processing, and -- steering the audio signal processing in dependence of the confidence parameter (C), -- executing audio signal processing by the neural network for performing a step of the audio signal processing, -- determining a confidence parameter (C) resembling a reliability of the audio signal processing by the neural network , wherein the confidence parameter (C) is an estimate of the accuracy of the neural network processing, and -- steering the audio signal processing in dependence of the confidence parameter (C), - outputting the output audio signal (O) by means of the audio output unit , characterized in that the confidence parameter (C) determines whether a network output (A1; NO) of the neural network (6; 20) is used in further processing steps of the audio signal processing. <EOS>