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new experiments
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kijai
parent
dd242e614f
commit
c1859358c0
46
nodes.py
46
nodes.py
@ -2663,7 +2663,47 @@ class ReferenceOnlySimple3:
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out_mask = torch.zeros((1,mask.shape[1],mask.shape[2]), dtype=torch.float32, device="cpu")
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return (model_reference, {"samples": out_latent, "noise_mask": torch.cat((out_mask,out_mask, mask))})
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class SoundReactive:
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@classmethod
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def INPUT_TYPES(s):
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return {"required": {
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"average_level": ("FLOAT", {"default": 1.0, "min": 0.0, "max": 99999, "step": 0.01}),
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"low_level": ("FLOAT", {"default": 1.0, "min": 0.0, "max": 99999, "step": 0.01}),
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"mid_level": ("FLOAT", {"default": 1.0, "min": 0.0, "max": 99999, "step": 0.01}),
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"high_level": ("FLOAT", {"default": 1.0, "min": 0.0, "max": 99999, "step": 0.01}),
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"low_range_hz": ("INT", {"default": 150, "min": 0, "max": 9999, "step": 1}),
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"mid_range_hz": ("INT", {"default": 2000, "min": 0, "max": 9999, "step": 1}),
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"multiplier": ("FLOAT", {"default": 1.0, "min": 0.01, "max": 99999, "step": 0.01}),
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"normalize": ("BOOLEAN", {"default": False}),
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},
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}
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RETURN_TYPES = ("FLOAT","FLOAT","FLOAT","FLOAT","INT","INT","INT","INT")
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RETURN_NAMES =("average_level", "low_level", "mid_level", "high_level", "average_level_int", "low_level_int", "mid_level_int", "high_level_int")
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FUNCTION = "react"
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CATEGORY = "KJNodes/experimental"
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def react(self, low_level, mid_level, high_level, low_range_hz, mid_range_hz, average_level, multiplier, normalize):
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low_level *= multiplier
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mid_level *= multiplier
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high_level *= multiplier
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average_level = average_level * multiplier
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if normalize:
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low_level = low_level / 255
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mid_level = mid_level / 255
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high_level = high_level / 255
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average_level = average_level / 255
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low_level_int = int(low_level)
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mid_level_int = int(mid_level)
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high_level_int = int(high_level)
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average_level_int = int(average_level)
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return (average_level, low_level, mid_level, high_level, average_level_int, low_level_int, mid_level_int, high_level_int)
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NODE_CLASS_MAPPINGS = {
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"INTConstant": INTConstant,
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"FloatConstant": FloatConstant,
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@ -2713,7 +2753,8 @@ NODE_CLASS_MAPPINGS = {
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"FlipSigmasAdjusted": FlipSigmasAdjusted,
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"InjectNoiseToLatent": InjectNoiseToLatent,
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"AddLabel": AddLabel,
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"ReferenceOnlySimple3": ReferenceOnlySimple3
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"ReferenceOnlySimple3": ReferenceOnlySimple3,
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"SoundReactive": SoundReactive
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}
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NODE_DISPLAY_NAME_MAPPINGS = {
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"INTConstant": "INT Constant",
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@ -2763,6 +2804,7 @@ NODE_DISPLAY_NAME_MAPPINGS = {
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"FlipSigmasAdjusted": "FlipSigmasAdjusted",
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"InjectNoiseToLatent": "InjectNoiseToLatent",
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"AddLabel": "AddLabel",
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"ReferenceOnlySimple3": "ReferenceOnlySimple3"
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"ReferenceOnlySimple3": "ReferenceOnlySimple3",
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"SoundReactive": "SoundReactive"
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}
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@ -28,8 +28,120 @@ app.registerExtension({
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this.addInput(`conditioning_${i}`, this.cond_type)
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}
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});
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}
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}
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case "SoundReactive":
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nodeType.prototype.onNodeCreated = function () {
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let audioContext;
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let microphoneStream;
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let animationFrameId;
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let analyser;
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let dataArray;
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let lowRangeHz;
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let midRangeHz;
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// Function to update the widget value in real-time
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const updateWidgetValueInRealTime = () => {
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// Ensure analyser and dataArray are defined before using them
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if (analyser && dataArray) {
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analyser.getByteFrequencyData(dataArray);
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// Calculate frequency bin width (frequency resolution)
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const frequencyBinWidth = audioContext.sampleRate / analyser.fftSize;
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// Convert the widget values from Hz to indices
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const lowRangeIndex = Math.floor(lowRangeHz / frequencyBinWidth);
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const midRangeIndex = Math.floor(midRangeHz / frequencyBinWidth);
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// Define frequency ranges for low, mid, and high
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const frequencyRanges = {
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low: { start: 0, end: lowRangeIndex },
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mid: { start: lowRangeIndex, end: midRangeIndex },
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high: { start: midRangeIndex, end: dataArray.length }
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};
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const lowRangeHzWidget = this.widgets.find(w => w.name === "low_range_hz");
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if (lowRangeHzWidget) lowRangeHz = lowRangeHzWidget.value;
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const midRangeHzWidget = this.widgets.find(w => w.name === "mid_range_hz");
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if (midRangeHzWidget) midRangeHz = midRangeHzWidget.value;
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// Function to calculate the average value for a frequency range
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const calculateAverage = (start, end) => {
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const sum = dataArray.slice(start, end).reduce((acc, val) => acc + val, 0);
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return sum / (end - start);
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};
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// Calculate the average levels for each frequency range
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const lowLevel = calculateAverage(frequencyRanges.low.start, frequencyRanges.low.end);
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const midLevel = calculateAverage(frequencyRanges.low.end, frequencyRanges.mid.end); // mid starts where low ends
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const highLevel = calculateAverage(frequencyRanges.mid.end, frequencyRanges.high.end); // high starts where mid ends
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const averageLevel = dataArray.reduce((sum, averageLevel) => sum + averageLevel, 0) / dataArray.length;
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// Update the widget values
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const averageLevelWidget = this.widgets.find(w => w.name === "average_level");
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if (averageLevelWidget) averageLevelWidget.value = averageLevel;
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const lowLevelWidget = this.widgets.find(w => w.name === "low_level");
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if (lowLevelWidget) lowLevelWidget.value = lowLevel;
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const midLevelWidget = this.widgets.find(w => w.name === "mid_level");
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if (midLevelWidget) midLevelWidget.value = midLevel;
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const highLevelWidget = this.widgets.find(w => w.name === "high_level");
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if (highLevelWidget) highLevelWidget.value = highLevel;
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animationFrameId = requestAnimationFrame(updateWidgetValueInRealTime);
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}
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};
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// Function to start capturing audio from the microphone
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const startMicrophoneCapture = () => {
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// Only create the audio context and analyser once
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if (!audioContext) {
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audioContext = new (window.AudioContext || window.webkitAudioContext)();
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// Access the sample rate of the audio context
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console.log(`Sample rate: ${audioContext.sampleRate}Hz`);
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analyser = audioContext.createAnalyser();
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analyser.fftSize = 2048;
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dataArray = new Uint8Array(analyser.frequencyBinCount);
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// Get the range values from widgets (assumed to be in Hz)
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const lowRangeWidget = this.widgets.find(w => w.name === "low_range_hz");
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if (lowRangeWidget) lowRangeHz = lowRangeWidget.value;
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const midRangeWidget = this.widgets.find(w => w.name === "mid_range_hz");
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if (midRangeWidget) midRangeHz = midRangeWidget.value;
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}
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navigator.mediaDevices.getUserMedia({ audio: true }).then(stream => {
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microphoneStream = stream;
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const microphone = audioContext.createMediaStreamSource(stream);
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microphone.connect(analyser);
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updateWidgetValueInRealTime();
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}).catch(error => {
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console.error('Access to microphone was denied or an error occurred:', error);
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});
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};
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// Function to stop capturing audio from the microphone
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const stopMicrophoneCapture = () => {
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if (animationFrameId) {
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cancelAnimationFrame(animationFrameId);
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}
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if (microphoneStream) {
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microphoneStream.getTracks().forEach(track => track.stop());
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}
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if (audioContext) {
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audioContext.close();
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// Reset audioContext to ensure it can be created again when starting
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audioContext = null;
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}
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};
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// Add start button
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this.addWidget("button", "Start mic capture", null, startMicrophoneCapture);
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// Add stop button
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this.addWidget("button", "Stop mic capture", null, stopMicrophoneCapture);
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};
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break;
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}
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},
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});
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@ -313,13 +313,11 @@ app.registerExtension({
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if (setter) {
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const slotInfo = setter.inputs[slot];
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console.log(slotInfo)
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const link = this.graph.links[slotInfo.link];
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console.log(link)
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return link;
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} else {
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const errorMessage = "No SetNode found for " + this.widgets[0].value + "(" + this.type + ")";
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alert(errorMessage);
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console.log(errorMessage);
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throw new Error(errorMessage);
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}
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}
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