Abstract: This study proposes an innovative speech translation method based on Pix2PixGAN, which maps the Mel spectrograms of speech produced by deaf individuals to those of normal-hearing individuals ...

Spectrogram Generation: The program iterates over songs in the shared folder, generating spectrograms for the full song, music, and vocals. Feature Extraction: For each spectrogram, key features are ...

Sound is a crucial signifier which contains rich high-level semantic environmental information. Consequently, comput-erised audio classification, aiming to recognise a various of sound patterns, has ...

This is a more advanced, but more flexible version of the original program. It changes the spectrometer from educational 'toy' to serious instrument, which can easily compete with commercial units ...