During January 2026, Izorin contributed to the comfyanonymous/ComfyUI repository by implementing an audio-processing enhancement for the LTX Audio VAE. Izorin removed normalization during MEL spectrogram creation, ensuring that inference matched the training process and preserving the fidelity of loud audio inputs. This adjustment addressed the issue of audio attenuation and resulted in a more predictable output for end users. The work simplified the audio processing pipeline, reducing maintenance complexity and the likelihood of edge-case bugs. Izorin utilized Python and applied expertise in audio processing, data normalization, and machine learning to deliver a focused, technically sound improvement within the project.