Research on the Application of Speech Enhancement Technology in Real-Time Audio Processing
With the rapid advancement of modern communication technologies,speech enhancement applications have drawn significant attention.A speech enhancement scheme based on deep learning is studied.The time-frequency characteristics of speech signals are modeled and enhanced by WaveCRN model.Experimental results demonstrate that this approach significantly improves speech clarity and signal-to-noise ratio in complex noise environments,outperforming traditional algorithms,and providing effective support for constructing real-time audio processing systems.