Speech quality significantly affects the performance of speech dependent systems. Noise in background lowers clarity and intelligibility speech. The augmentation can increase its quality. We propose a single-channel improvement framework that combines particle swarm optimization (PSO), gravitational search algorithm (GSA), harmonic regeneration noise reduction (HRNR) to minimize signal intellig...