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A conditional GAN (cGAN) that generates monophonic melodies guided by prior musical context and an explicit harmonic progression. This dual conditioning ensures temporal continuity and harmonic coherence. The work introduces a robust data preprocessing pipeline and uses ResNet Identity Blocks for improved network control and balance.