Embodiments of the present application provide a soft mute control method and device for a radio device, a medium and a product. By extracting the spectral deviation feature and the
time domain energy feature of the
digital audio signal of the radio device, the spectral deviation feature can reflect the
frequency spectrum similarity between the
signal and the
noise, and the
time domain energy feature can reflect the
signal strength. Combined with multi-state decision and energy decision, multi-dimensional decision of the signal state is performed to realize accurate identification of the signal state, and then the output
gain is dynamically adjusted. Compared with the prior art, not only the signal receiving strength index is relied on for adjustment, but also the problem of large and small sound caused by
signal strength fluctuation due to position change is avoided. The spectral deviation feature is used to effectively distinguish between effective signals and
noise, improve the accuracy of soft mute decision, and the
time domain energy feature is used as auxiliary decision to enhance the reliability of the
system in a low energy scene, so that the volume is smooth and continuous, and the user's radio experience is improved as a whole.