#!/usr/bin/env python3 # -*- coding: utf-8 -*- """ Author: C0ffymachyne License: GPLv3 Version: 1.0.0 Description: Varios normalizatin techqniues node """ from ..core.io import audio_to_comfy_3d, audio_from_comfy_2d from ..core.loudness import rms_normalization, lufs_normalization, peak_normalization, automatic_gain_control class SignalProcessingNormalizer: @classmethod def INPUT_TYPES(cls): return { "required": { "audio_input": ("AUDIO",), "mode" : (["lufs","rms", "peak","auto"],), "target_rms": ("FLOAT", {"default": 0.1, "min": 0, "max": 10.0, "step": 0.1}), "target_lufs_db": ("FLOAT", {"default": -14.0, "min": -100, "max": 100.0, "step": 0.1}), "target_peak": ("FLOAT", {"default": 0.9, "min": 0.0, "max": 1.0, "step": 0.1}), "target_auto": ("FLOAT", {"default": 0.7, "min": 0.0, "max": 1.0, "step": 0.1}), "target_auto_alpha": ("FLOAT", {"default": 0.1, "min": 0.0, "max": 10.0, "step": 0.1}) }, } RETURN_TYPES = ("AUDIO",) RETURN_NAMES = ("processed_audio",) CATEGORY = "Audio Processing" FUNCTION = "process" def process( self, audio_input, mode : str, target_rms : float, target_lufs_db : float, target_peak : float, target_auto : float, target_auto_alpha : float ): waveform, sample_rate = audio_from_comfy_2d(audio_input,try_gpu=True) if mode == 'rms': processed_waveform = rms_normalization(waveform,target_rms) elif mode == 'lufs': processed_waveform = lufs_normalization(waveform,sample_rate,target_lufs_db) elif mode == 'peak': processed_waveform = peak_normalization(waveform,target_peak) elif mode == 'auto': processed_waveform = automatic_gain_control(waveform,target_auto,target_auto_alpha) else: processed_waveform = waveform return audio_to_comfy_3d(processed_waveform,sample_rate)