Try to isolate the suspect component. With the system running, but no signal, power down each source connected. Noise go away? Then it's a source. Noise still there, power down the pre. If the noise goes, it's the pre. Still noise? Then the amps are the culprit.
Do you have a DMM that measures frequency? If so, set it to frequency. Power up the equipment, no signal, and put the probes on your speaker terminals. What is the frequency of the noise? 60Hz, AC grounding issue. 120Hz, transformer issue. Other? You'll have to let us know.
To test for AC on the outputs of the amp, put shorting plugs into the inputs. Put your DMM probes into the speaker jacks. (with the speaker wires removed). Power up the amp and let it warm up for 10 minutes. Set the DMM for millivolts if the DMM is not autoranging. How much AC is on each channel? With 98dB speakers AC probably needs to be 5mV or less to be quiet at the listening position.
High efficiency speakers do not mate well with amps not designed for them. They will show every design and/or build flaw. Good, quiet power supplies are critical for quality, quiet, low power amps.
Cheers,
Geary