Future telecommunication will more and more rely on proper noise reduction techniques with less convolution. Speech communication, speech augmentation, and speech transmission have quite a great challenge regarding noise in audio transmissions. Therefore, the most effective noise cancellation technique should be developed such that it is coherent and active noise cancellation and rapid transmission rate, and a significant proportion of the noise is suppressed. Fast Fourier Transmission (FTT) and Spectral gating techniques are a handful of algorithms that have been often used during the reduction of noise. These algorithms have indeed been put into effect to suppress any noise, especially noise from fans in the room, horn sounds and dog barks on the streets. The intended audio is generated to use the recorded audio signal, which will then be handled using the aforementioned techniques to provide the clearest, least-noisy audio possible. To determine whether the system the method is and how well the noise in the audio signal is being reduced, compare the SNR levels of the raw audio file and the noise-reduced audio signal. For variable SNR in a very noisy environment, noise cancellation and noise reduction techniques of an audio signal are essential. When compared to the many models and research articles currently in existence, this one has been concluded that this methodology will be much more productive.