We propose a new regularized based adaptive filtering algorithm.
The proposed algorithm has automatic VAD system in its processing.
This algorithm is efficient in Speech Enhancement and Acoustic Noise Reduction applications.
The proposed algorithm is recommended for the speech enhancement applications.