Improve GUI Responsiveness in Spectrogram Application

[Shubhanshu-356]

Dear Soumya Kushwaha

I hope this message finds you well. I wanted to address an issue regarding the responsiveness of the GUI in our spectrogram application. Currently, users are experiencing delays and freezes in the interface, particularly during audio processing tasks. To enhance user experience and ensure smooth operation of the application, I propose implementing the following strategies:

1.Multithreading: Execute the audio processing and plotting tasks in separate threads to prevent blocking the main GUI thread. This will ensure that the GUI remains responsive even during heavy audio processing.

2.Optimized Plotting: Optimize the plotting code to minimize the time taken to update the plot. This may involve reducing unnecessary computations or using more efficient plotting methods.

3.Buffering: Implement buffering of audio data to smooth out the processing load and avoid sudden spikes in CPU usage. Buffering will provide more consistent performance and prevent the GUI from freezing.
By implementing these strategies, we can significantly improve the responsiveness and usability of the spectrogram application, thereby enhancing user satisfaction.

[Shubhanshu-356]

Assign this issue to me I will work on it

[Sailza]

As a contributor to GSSOC 2024, I'm eager to take on tasks. Could you please assign me this task for completion?

[Shubhanshu-356]

Assign it to me I work on it

[Shubhanshu-356]

Thanks for assigning I work on it

[abhinav120304]

As a contributor to GSSOC 2024, I'm eager to take on tasks. Could you please assign me this task for completion?

[hrshankar2002]

Reduced responsiveness of GUI is because of the use of matplotlib, which provides half the frame rate, other optimised real time signal processing libraries promise in the marketplace nowadays. Could you please assign me to the issue, so that i could work on the optimisation problem in delivering the latter, myself being a GSSOC-24 contributor.

[Shubhanshu-356]

I am doing again please refer it I will make changes and give it you the code with no branch conflicts.

[Shubhanshu-356]

I am doing please refer my solution i will surely provide the code with no branch conflicts

[Shubhanshu-356]

ok thanks I will do from there you can start