Active Noise control with Reinforcement Learning

I need some more information for TSM320C6748.I want to use multiple microphones as an input and loudspeaker as an output.

So how does it perform to connect a multi-channel Active Noise Controller inside DSP?

I want to measure incoming audio from different microphones from different places near by the audio source and as a output different loudspeakers in different places to generate anti noise signals to reduce the incoming noise from Industrial Fan.

We also checked for the TMS320C6748 entire LSDK kit, but we need 3rd party software as well. So how will we get that software to run my system? Also it is interesting task to use Reinforcement Learning model deploy to the Hardware part. If any one have knowledge regarding the topic Active Noise control with help of Reinforcement Learning then it might be helpful for me.

Thank you in advance for the support.

Best regards,

Answer 1

[Supraja]

I understand that you want to use multiple microphones as input and loudspeaker as an output in TSM320C6748. You can try the following code:

% Create the audio recorder

recorder = dsp.AudioRecorder('Driver','ASIO','SampleRate',48000,...
    
'NumChannels',2,'BufferSize',48000,'DeviceName','AudioBox');

% Create the audio player

player = dsp.AudioPlayer('Driver','ASIO','SampleRate',48000,...
    
'NumChannels',2,'BufferSize',48000,'DeviceName','AudioBox');

% Create the SAI device reader and writer

saiReader = dsp.SAIDeviceReader('Driver','TI C674x SAIDevice Driver',...
    
'DeviceIndex',0,'NumChannels',2);

saiWriter = dsp.SAIDeviceWriter('Driver','TI C674x SAIDevice Driver',...
    
'DeviceIndex',1,'NumChannels',2);

% Set up the signal processing algorithm

alg = mySignalProcessingAlgorithm();

% Compile the algorithm and execute it on the TMS320C6748

hwobj = compile(partition, alg);

runOnHardware(hwobj, recorder, player, saiReader, saiWriter);

% Cleanup

release(recorder);

release(player);

release(saiReader);

release(saiWriter);

release(hwobj);

Hope this helps!