ComfyUI_RyanOnTheInside

ACEStep15GenerationSteering

[Experimental] Steers audio generation by running the model twice per diffusion step

Audio/Acestep · 3 inputs · 0 parameters · 1 output

ACEStep15KeystoneConfig

[Experimental] Configures gains for 6 individual latent channels with outsized impact.

Audio/Acestep · 0 inputs · 6 parameters · 1 output

ACEStep15LatentChannelEQ

[Experimental] Multiplicative 6-band EQ for ACE-Step 1.5 latent channels.

Audio/Acestep · 3 inputs · 0 parameters · 1 output

ACEStep15MusicalControls

[Experimental] High-level recipes combining multiple channel groups and keystones.

Audio/Acestep · 1 input · 7 parameters · 1 output

ACEStep15NativeCoverGuider

ACE-Step 1.5 cover guider for style transfer/regeneration. Uses semantic tokens (lm_hints) from the source audio as structural guidance while generating new content with a different style/timbre. Official behavior: - chunk_masks: All 1s (generate everything) - is_covers: 1 (use semantic hints instead of raw latents) - precomputed_lm_hints_25Hz: Semantic representation of source audio If semantic_hints is not provided, they will be automatically extracted from the source_latent. For advanced workflows (e.g., blending hints from multiple sources), use ACEStep15SemanticExtractor and ACEStep15SemanticHintsBlend.

ACEStep15NativeEditGuider

Unified ACE-Step 1.5 edit guider for extend and/or repaint operations. This guider injects chunk_masks and src_latents directly into the model's forward() method using model wrapping, rather than manipulating latents during sampling. Operations: - Extend: Set extend_left_seconds and/or extend_right_seconds > 0 - Repaint: Set repaint_start_seconds and repaint_end_seconds (repaint_end > repaint_start) - Both: Combine extend and repaint in a single operation The silence_latent is automatically loaded internally (downloaded from HuggingFace on first use). It's a learned tensor that tells the model to generate new content.

ACEStep15NativeExtractGuider

ACE-Step 1.5 extract guider for extracting specific tracks. Extracts a specific track (e.g., vocals, drums, bass) from the source audio. The track_name is used in the text encoder instruction to guide extraction. Official behavior: - chunk_masks: All 1s (generate everything) - is_covers: 1 (use semantic hints for structure) - precomputed_lm_hints_25Hz: Semantic representation of source audio - Instruction: "Extract the {TRACK_NAME} track from the audio:" If semantic_hints is not provided, they will be automatically extracted from the source_latent. For advanced workflows, use ACEStep15SemanticExtractor.

ACEStep15NativeLegoGuider

ACE-Step 1.5 lego guider for generating specific tracks within a region. Generates a specific track (e.g., vocals, drums) within a time region while preserving the rest. Useful for adding instruments to existing audio. Official behavior: - chunk_masks: 1s in generation region, 0s elsewhere - src_latents: Original audio with generation region replaced by silence_latent - Instruction: "Generate the {TRACK_NAME} track based on the audio context:" The silence_latent is automatically loaded internally (downloaded from HuggingFace on first use). It's a learned tensor that tells the model to generate new content.

ACEStep15SemanticExtractor

Extracts semantic tokens from source audio latents for use with Cover/Extract tasks. The ACE-Step 1.5 model uses semantic tokens (lm_hints) as structural guidance for tasks like Cover and Extract. This node extracts those tokens from VAE latents. Flow: VAE latents → tokenizer → quantized → detokenizer → semantic_hints Use the output with ACE-Step 1.5 Cover Guider or Extract Guider for creative workflows like blending semantic hints from multiple sources. Note: Cover and Extract guiders will auto-extract semantic hints if not provided. This node is useful for advanced workflows like semantic hint blending.

Audio/Acestep · 2 inputs · 0 parameters · 1 output

ACEStep15SemanticHintsBlend

Blends semantic hints from two sources for creative mashups. Use this to: - Create song mashups by blending structure from two sources - Interpolate between musical structures - Create hybrid compositions blend_factor: 0.0 = 100% hints_a, 1.0 = 100% hints_b, 0.5 = 50/50 mix Accepts a scalar float for static blending, or a list of floats (e.g. from FeatureToFloat) for temporal blending — each value controls the blend weight at the corresponding time step.

Audio/Acestep · 2 inputs · 1 parameter · 1 output

ACEStep15SilenceLatent

Load the ACE-Step 1.5 learned silence latent. Blend with a reference latent to control timbre strength.

ACEStep15TaskTextEncode

Task-aware text encoder for ACE-Step 1.5. Encodes text with task-specific instructions: - text2music: Generate audio from text description - repaint: Regenerate a region while preserving the rest - cover: Style transfer/regeneration with source audio as context - extract: Extract a specific track (requires track_name) - lego: Generate a specific track in a region (requires track_name) The task_type determines the instruction prefix used by the model. For extract/lego tasks, track_name specifies which track to extract/generate. Returns single conditioning output. Use ConditioningZeroOut node for negative conditioning (standard ACE-Step workflow pattern).

ACEStepAnalyzeLatent

Analyzes ACE latent properties for debugging.

ACEStepAudioPostProcessor

Post-processes audio to restore original fidelity in preserved regions

ACEStep Native · 3 inputs · 1 parameter · 1 output

ACEStepExtendGuider

Creates a guider for extending audio before/after existing content. - Inputs: Model, conditioning, source latents, extend times - Output: GUIDER (for use with SamplerCustomAdvanced)

ACEStepHybridGuider

Combines repaint and extend functionality in a single node. - Inputs: All repaint/extend parameters with optional controls - Output: GUIDER (for use with SamplerCustomAdvanced)

ACEStepMaskVisualizer

Visualizes repaint masks for debugging.

ACEStepRepaintGuider

Creates a guider for repainting specific audio regions. - Inputs: Model, conditioning, source latents, time range, strength settings - Output: GUIDER (for use with SamplerCustomAdvanced)

ACEStepTimeRange

Converts time ranges to frame indices.

AdvancedFeatureCombiner

Compact description unavailable for this node.

RyanOnTheInside/FlexFeatures/FeatureModulators · 4 inputs · 5 parameters · 1 output

AdvancedLuminanceMask

Compact description unavailable for this node.

1 input · 5 parameters · 2 outputs

AnimatedFeaturePreview

Compact description unavailable for this node.

RyanOnTheInside/FlexFeatures/Utilities/Previews · 1 input · 6 parameters · 1 output

AnimatedFloatPreview

Plots up to 6 float sequences on a single animated graph with a sliding window, legend, and per-line colors. Accepts scalar or list-of-float inputs.

RyanOnTheInside/FlexFeatures/Utilities/Previews · 7 inputs · 11 parameters · 1 output

AreaFeatureNode

Compact description unavailable for this node.

1 input · 1 parameter · 1 output

Audio_Combine

Compact description unavailable for this node.

2 inputs · 2 parameters · 1 output

Audio_Concatenate

Compact description unavailable for this node.

2 inputs · 0 parameters · 1 output

AudioChannelMerge

Compact description unavailable for this node.

1 input · 0 parameters · 1 output

AudioChannelSplit

Compact description unavailable for this node.

1 input · 0 parameters · 1 output

AudioDither

Compact description unavailable for this node.

1 input · 2 parameters · 1 output

AudioFade

Compact description unavailable for this node.

1 input · 3 parameters · 1 output

AudioFeatureExtractor

Compact description unavailable for this node.

1 input · 0 parameters · 2 outputs

AudioFeatureVisualizer

Compact description unavailable for this node.

Audio · 2 inputs · 6 parameters · 1 output

AudioFilter

Compact description unavailable for this node.

RyanOnTheInside/Audio/Filters · 2 inputs · 0 parameters · 1 output

AudioGain

Compact description unavailable for this node.

1 input · 1 parameter · 1 output

AudioInfo

Compact description unavailable for this node.

1 input · 1 parameter · 17 outputs

AudioLatentBlend

Compact description unavailable for this node.

Latent/Audio · 2 inputs · 2 parameters · 1 output

AudioLatentInfo

Extract dimensional info from audio latents for use with other nodes

Conditioning/Audio · 1 input · 1 parameter · 4 outputs

AudioLatentStretch

Resize audio latent temporal dimension by a scale factor. Values > 1.0 stretch (longer duration), < 1.0 compress (shorter duration). Operates in latent space — results may differ from waveform time-stretching.

Latent/Audio · 1 input · 1 parameter · 1 output

AudioMaskAnalyzer

Analyze audio masks - see what you created

Conditioning/Audio · 1 input · 0 parameters · 1 output

AudioPad

Compact description unavailable for this node.

1 input · 3 parameters · 1 output

AudioPitchShift

Compact description unavailable for this node.

1 input · 1 parameter · 1 output

AudioRegionMask

Create masks for specific time regions - useful for section-based conditioning

Conditioning/Audio · 1 input · 4 parameters · 1 output

AudioRegionMask15

Create masks for specific time regions - useful for section-based conditioning

Conditioning/Audio · 1 input · 4 parameters · 1 output

AudioResample

Compact description unavailable for this node.

1 input · 1 parameter · 1 output

AudioSeparatorSimple

Compact description unavailable for this node.

RyanOnTheInside/Audio/AudioSeparation · 2 inputs · 0 parameters · 5 outputs

AudioSubtract

Compact description unavailable for this node.

2 inputs · 0 parameters · 1 output

AudioTemporalMask

Create temporal crossfade mask from a list of float values

Conditioning/Audio · 1 input · 2 parameters · 1 output

AudioTemporalMask15

Create temporal crossfade mask from a list of float values

Conditioning/Audio · 1 input · 2 parameters · 1 output

AudioTimeStretch

Compact description unavailable for this node.

1 input · 1 parameter · 1 output

AudioTrim

Compact description unavailable for this node.

1 input · 2 parameters · 1 output

AudioVolumeNormalization

Compact description unavailable for this node.

1 input · 1 parameter · 1 output

BeatWaveFeatureExtractor

Compact description unavailable for this node.

1 input · 4 parameters · 2 outputs

BrightnessFeatureNode

Compact description unavailable for this node.

1 input · 0 parameters · 1 output

Color_Picker

A node that provides a color picker interface and outputs hex color, RGB color, and hue values.

RyanOnTheInside · 0 inputs · 1 parameter · 3 outputs

ColorFeatureNode

Compact description unavailable for this node.

1 input · 0 parameters · 1 output

ContextModifier

Modifies trigger behavior based on context. Example Usage: 1. Amplify long words: - modifier_type: "timing" - condition: "duration > 0.5" - value_adjust: 1.5 2. Create sequence effects: - modifier_type: "sequence" - condition: "index % 2 == 0" - value_adjust: 0.8

1 input · 0 parameters · 1 output

DepthBlender

Compact description unavailable for this node.

RyanOnTheInside/DepthModifiers

DepthFeatureNode

Compact description unavailable for this node.

1 input · 0 parameters · 1 output

DepthInjection

Compact description unavailable for this node.

RyanOnTheInside/DepthModifiers

DepthRippleEffect

Compact description unavailable for this node.

RyanOnTheInside/DepthModifiers

DepthShapeModifier

Compact description unavailable for this node.

2 inputs · 4 parameters · 1 output

DepthShapeModifierPrecise

Compact description unavailable for this node.

2 inputs · 5 parameters · 1 output

Doom_

Compact description unavailable for this node.

DOOM · 0 inputs · 0 parameters · 1 output

DownloadOpenUnmixModel

Compact description unavailable for this node.

RyanOnTheInside/Audio/AudioSeparation · 0 inputs · 1 parameter · 1 output

DrawableFeatureNode

Compact description unavailable for this node.

0 inputs · 4 parameters · 1 output

DyeImage

Compact description unavailable for this node.

1 input · 3 parameters · 1 output

EffectVisualizer

Compact description unavailable for this node.

RyanOnTheInside/FlexFeatures/Utilities/Previews · 2 inputs · 5 parameters · 1 output

EmbeddingGuidedLatentInterpolate

Compact description unavailable for this node.

EmitterEmissionRateModulation

Compact description unavailable for this node.

0 inputs · 1 parameter

EmitterMovement

Compact description unavailable for this node.

1 input · 7 parameters · 1 output

EmptyImageAndMaskFromAudio

Compact description unavailable for this node.

RyanOnTheInside/Audio/Utility · 1 input · 3 parameters · 3 outputs

EmptyImageFromAudio

Compact description unavailable for this node.

RyanOnTheInside/Audio/Utility · 1 input · 3 parameters · 2 outputs

EmptyMaskFromAudio

Compact description unavailable for this node.

RyanOnTheInside/Audio/Utility · 1 input · 3 parameters · 2 outputs

FeatureAccumulate

Compact description unavailable for this node.

1 input · 6 parameters · 1 output

FeatureCombine

Compact description unavailable for this node.

2 inputs · 3 parameters · 1 output

FeatureContiguousInterpolate

Compact description unavailable for this node.

1 input · 5 parameters · 1 output

FeatureFade

Compact description unavailable for this node.

3 inputs · 1 parameter · 1 output

FeatureInfoNode

Node that extracts common information from feature inputs.

RyanOnTheInside/FlexFeatures/Utilities · 1 input · 0 parameters · 9 outputs

FeatureInterpolateMulti

Compact description unavailable for this node.

3 inputs · 2 parameters · 3 outputs

FeatureInterpolator

Compact description unavailable for this node.

1 input · 5 parameters · 1 output

FeatureMath

Compact description unavailable for this node.

1 input · 2 parameters · 1 output

FeatureMixer

Compact description unavailable for this node.

1 input · 11 parameters · 1 output

FeatureOscillator

Compact description unavailable for this node.

1 input · 5 parameters · 1 output

FeaturePeakDetector

Compact description unavailable for this node.

1 input · 5 parameters · 1 output

FeatureRebase

Compact description unavailable for this node.

1 input · 2 parameters · 1 output

FeatureRenormalize

Compact description unavailable for this node.

1 input · 2 parameters · 1 output

FeatureScaler

Compact description unavailable for this node.

1 input · 4 parameters · 1 output

FeatureSmoothing

Compact description unavailable for this node.

1 input · 4 parameters · 1 output

FeatureToFilteredList

Compact description unavailable for this node.

1 input · 5 parameters · 4 outputs

FeatureToFlexFloatParam

Converts a feature to a schedulable float parameter

0 inputs · 2 parameters · 1 output

FeatureToFlexIntParam

Converts a feature to a schedulable integer parameter

0 inputs · 2 parameters · 1 output

FeatureToFloat

Compact description unavailable for this node.

1 input · 0 parameters · 1 output

FeatureToLatentKeyframe

Compact description unavailable for this node.

2 inputs · 0 parameters · 1 output

FeatureToMask

Compact description unavailable for this node.

1 input · 0 parameters · 1 output

FeatureToSplineData

Compact description unavailable for this node.

1 input · 9 parameters · 5 outputs

FeatureToTimestepKeyframe

Compact description unavailable for this node.

4 inputs · 3 parameters · 1 output

FeatureToWeightsStrategy

Compact description unavailable for this node.

1 input · 0 parameters · 1 output

FeatureTruncateOrExtend

Compact description unavailable for this node.

2 inputs · 1 parameter · 1 output

FlexAudioPitchShift

Compact description unavailable for this node.