551 lines
19 KiB
Markdown
551 lines
19 KiB
Markdown
# ListHelper Nodes Collection
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[中文版本](#中文版本) | [English Version](#english-version)
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---
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## English Version
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### Overview
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The **ListHelper** collection is a comprehensive set of custom nodes for ComfyUI that provides powerful list manipulation capabilities. This collection includes audio processing, text splitting, and number generation tools for enhanced workflow automation.
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### Included Nodes
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1. [AudioListCombine](#audiolistcombine-node)
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2. [NumberListGenerator](#numberlistgenerator-node)
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3. [PromptSplitByDelimiter](#promptsplitbydelimiter-node)
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---
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## AudioListCombine Node
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### Overview
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The **AudioListCombine** node is a powerful custom node for ComfyUI that allows you to combine multiple audio files from a list into a single audio output. It supports various combination modes and audio processing options.
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### Features
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- **Multiple Combination Modes**: Concatenate, mix, or overlay audio files
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- **Automatic Sample Rate Conversion**: Unifies different sample rates to target rate
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- **Channel Normalization**: Automatically handles mono/stereo conversion
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- **Crossfade Support**: Smooth transitions between audio segments
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- **Audio Normalization**: Optional output level normalization
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- **Flexible Input**: Accepts audio lists from Impact Pack or other list-making nodes
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### Requirements
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- ComfyUI
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- Audio list creation nodes (e.g., Impact Pack's MakeAnyList, or custom list nodes)
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- Python libraries: `torch`, `torchaudio`
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### Usage
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#### Input Parameters
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| Parameter | Type | Default | Description |
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|-----------|------|---------|-------------|
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| `audio_list` | AUDIO | - | List of audio files (from Impact Pack or other list nodes) |
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| `combine_mode` | COMBO | "concatenate" | How to combine audio: concatenate/mix/overlay |
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| `fade_duration` | FLOAT | 0.0 | Crossfade duration in seconds (0.0-5.0) |
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| `normalize_output` | BOOLEAN | True | Whether to normalize output audio |
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| `target_sample_rate` | INT | 44100 | Target sample rate for output |
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#### Combine Modes
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1. **Concatenate**: Join audio files end-to-end in sequence
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- Supports crossfade transitions
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- Maintains chronological order
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- Best for: Creating audio sequences, podcasts, music playlists
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2. **Mix**: Average all audio files together
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- Pads shorter files with silence
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- Equal weight blending
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- Best for: Creating audio mashups, averaging multiple takes
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3. **Overlay**: Add all audio files together
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- Direct addition (may cause clipping)
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- Preserves original volumes
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- Best for: Adding sound effects, layering instruments
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#### Output
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| Output | Type | Description |
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|--------|------|-------------|
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| `audio` | AUDIO | Combined audio result |
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### Examples
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#### Example 1: Creating a Music Playlist
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```
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Audio File 1 →
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Audio File 2 → MakeAnyList → AudioListCombine (concatenate, fade=0.5s) → Save Audio
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Audio File 3 →
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```
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#### Example 2: Mixing Multiple Recordings
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```
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Recording 1 →
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Recording 2 → MakeAnyList → AudioListCombine (mix, normalize=True) → Save Audio
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Recording 3 →
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```
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#### Example 3: Adding Sound Effects
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```
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Background Music →
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Sound Effect 1 → MakeAnyList → AudioListCombine (overlay) → Save Audio
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Sound Effect 2 →
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```
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---
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## NumberListGenerator Node
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### Overview
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The NumberListGenerator node creates lists of numbers with customizable parameters, supporting both sequential and randomized output. It's perfect for batch processing, parameter sweeping, or any workflow requiring controlled number sequences.
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### Features
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- **Dual Output Format**: Generates both integer and float lists simultaneously
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- **Flexible Range Control**: Set minimum, maximum values and step size
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- **Sequential or Random**: Toggle between ordered and shuffled output
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- **Reproducible Results**: Optional seed parameter for consistent random generation
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- **Count Tracking**: Returns total number of generated values
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### Parameters
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**Required Inputs:**
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- **min_value** (Float): Starting value for the sequence (Range: -10,000 to 10,000, Default: 0.0)
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- **max_value** (Float): Maximum value upper bound (Range: -10,000 to 10,000, Default: 10.0)
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- **step** (Float): Increment between consecutive values (Range: 0.01 to 1,000, Default: 1.0)
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- **count** (Int): Number of values to generate (Range: 1 to 10,000, Default: 10)
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- **random** (Boolean): Enable random shuffling of the generated list (Default: False)
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**Optional Inputs:**
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- **seed** (Int): Random seed for reproducible results when random=True (Range: -1 to 1,000,000, Default: -1)
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**Outputs:**
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- **int_list**: List of integer values
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- **float_list**: List of float values
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- **total_count**: Total number of generated values
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### Usage Examples
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**Sequential Generation:**
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```
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min_value: 0, max_value: 20, step: 2, count: 10, random: False
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Output: [0, 2, 4, 6, 8, 10, 12, 14, 16, 18]
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```
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**Random Generation:**
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```
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min_value: 1, max_value: 100, step: 5, count: 8, random: True, seed: 42
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Output: [16, 1, 31, 6, 21, 11, 26, 36] (shuffled)
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```
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---
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## PromptSplitByDelimiter Node
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### Overview
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The **PromptSplitByDelimiter** node is a versatile text processing tool that splits text content using customizable delimiters. It supports both simple string delimiters and advanced regular expressions, with optional random ordering and delimiter preservation.
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### Features
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- **Flexible Delimiter Support**: Use simple strings or regular expressions as delimiters
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- **Multi-language Support**: Native support for CJK (Chinese, Japanese, Korean) characters
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- **Regular Expression Mode**: Advanced pattern matching for complex splitting rules
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- **Delimiter Preservation**: Option to keep delimiters in the output
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- **Random Ordering**: Shuffle results with reproducible seed control
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- **Advanced Text Processing**: Handle multiple newlines, skip empty segments
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- **Selective Processing**: Skip content before first delimiter occurrence
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### Parameters
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| Parameter | Type | Default | Range | Description |
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|-----------|------|---------|--------|-------------|
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| `text` | STRING | - | - | Multiline text input to be split |
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| `delimiter` | STRING | "," | - | Delimiter string or regex pattern |
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| `use_regex` | BOOLEAN | False | - | Enable regular expression mode |
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| `keep_delimiter` | BOOLEAN | False | - | Preserve delimiters in output |
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| `start_index` | INT | 0 | 0-1000 | Starting index for selection |
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| `skip_every` | INT | 0 | 0-10 | Skip every N items |
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| `max_count` | INT | 10 | 1-1000 | Maximum items to return |
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| `skip_first_index` | BOOLEAN | False | - | Skip content before first delimiter |
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| `random_order` | BOOLEAN | False | - | Randomize output order |
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| `seed` | INT | 0 | 0-2147483647 | Random seed for reproducible results |
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### Output
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| Output | Type | Description |
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|--------|------|-------------|
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| `text_list` | STRING | List of split text segments |
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| `total_index` | INT | Total number of segments found |
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### Usage Examples
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#### Example 1: Simple Comma Splitting
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```
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Input: "apple,banana,cherry,date"
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Delimiter: ","
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Output: ["apple", "banana", "cherry", "date"]
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```
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#### Example 2: Chinese Chapter Splitting
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```
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Input: "前言第一章内容第二章内容第三章结尾"
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Delimiter: "第.*?章" (regex mode)
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Output: ["前言", "内容", "内容", "结尾"]
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```
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#### Example 3: Delimiter Preservation
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```
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Input: "AAA//BBB//CCC"
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Delimiter: "//"
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Keep Delimiter: True
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Output: ["AAA", "//BBB", "//CCC"]
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```
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#### Example 4: Random Chapter Selection
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```
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Input: "Chapter1\nChapter2\nChapter3\nChapter4"
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Delimiter: "\n"
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Random Order: True
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Max Count: 2
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Output: ["Chapter3", "Chapter1"] (randomized)
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```
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### Advanced Features
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#### Regular Expression Support
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- **Pattern Matching**: Use regex patterns for complex delimiter rules
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- **CJK Character Support**: `第\d+章` matches "第1章", "第2章", etc.
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- **Flexible Patterns**: `(章|節|段)` matches any of "章", "節", or "段"
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#### Text Processing Rules
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- **Newline Normalization**: Multiple consecutive newlines are treated as single newline
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- **Empty Delimiter Handling**: Empty delimiter automatically uses newline as fallback
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- **Whitespace Trimming**: Automatic trimming of leading/trailing whitespace
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#### Selection and Filtering
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- **Index Range**: Select specific range of results using `start_index` and `max_count`
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- **Skip Pattern**: Use `skip_every` to select every Nth item
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- **First Segment Skip**: Use `skip_first_index` to ignore content before first delimiter
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### Use Cases
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- **Document Processing**: Split books into chapters, articles into sections
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- **Data Extraction**: Extract structured data from formatted text
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- **Content Management**: Process multilingual content with CJK support
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- **Batch Processing**: Generate lists for downstream processing nodes
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- **Random Sampling**: Create randomized content selections
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---
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## 中文版本
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### 概述
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**ListHelper** 集合是 ComfyUI 的全面自定義節點集，提供強大的列表操作功能。此集合包含音頻處理、文本分割和數字生成工具，用於增強工作流程自動化。
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### 包含的節點
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1. [AudioListCombine 音頻列表合併](#audiolistcombine-音頻列表合併節點)
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2. [NumberListGenerator 數字列表生成器](#numberlistgenerator-數字列表生成節點)
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3. [PromptSplitByDelimiter 提示分割器](#promptsplitbydelimiter-提示分割節點)
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4. [AudioToFrameCount](#AudioToFrameCount)
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5. [AudioSplitToList](#AudioSplitToList)
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6. [CeilDivide](#CeilDivide)
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---
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## AudioListCombine 音頻列表合併節點
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### 概述
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**AudioListCombine** 節點是 ComfyUI 的強大自定義節點，允許您將音頻清單中的多個音頻文件合併為單一音頻輸出。支持多種合併模式和音頻處理選項。
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### 功能特色
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- **多種合併模式**：串接、混音或覆疊音頻文件
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- **自動採樣率轉換**：統一不同採樣率至目標採樣率
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- **聲道標準化**：自動處理單聲道/立體聲轉換
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- **交叉淡化支持**：音頻片段間的平滑過渡
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- **音頻標準化**：可選的輸出音量標準化
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- **靈活輸入**：接受來自 Impact Pack 或其他清單製作節點的音頻清單
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### 使用方法
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#### 輸入參數
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| 參數 | 類型 | 預設值 | 說明 |
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|------|------|--------|------|
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| `audio_list` | AUDIO | - | 音頻文件清單（來自 Impact Pack 或其他清單節點）|
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| `combine_mode` | COMBO | "concatenate" | 合併方式：concatenate/mix/overlay |
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| `fade_duration` | FLOAT | 0.0 | 交叉淡化持續時間（秒，0.0-5.0）|
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| `normalize_output` | BOOLEAN | True | 是否標準化輸出音頻 |
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| `target_sample_rate` | INT | 44100 | 目標輸出採樣率 |
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#### 合併模式
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1. **Concatenate（串接）**：按順序將音頻文件首尾相連
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- 支持交叉淡化過渡
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- 保持時間順序
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- 適用於：創建音頻序列、播客、音樂播放清單
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2. **Mix（混音）**：將所有音頻文件平均混合
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- 較短文件用靜音填充
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- 等權重混合
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- 適用於：創建音頻混搭、平均多個錄音
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3. **Overlay（覆疊）**：將所有音頻文件直接相加
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- 直接加法（可能造成削波）
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- 保持原始音量
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- 適用於：添加音效、樂器分層
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#### 輸出
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| 輸出 | 類型 | 說明 |
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|------|------|------|
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| `audio` | AUDIO | 合併後的音頻結果 |
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### 使用範例
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#### 範例 1：創建音樂播放清單
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```
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音頻文件 1 →
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音頻文件 2 → MakeAnyList → AudioListCombine (concatenate, fade=0.5s) → 保存音頻
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音頻文件 3 →
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```
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#### 範例 2：混合多個錄音
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```
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錄音 1 →
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錄音 2 → MakeAnyList → AudioListCombine (mix, normalize=True) → 保存音頻
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錄音 3 →
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```
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#### 範例 3：添加音效
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```
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背景音樂 →
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音效 1 → MakeAnyList → AudioListCombine (overlay) → 保存音頻
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音效 2 →
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```
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---
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## NumberListGenerator 數字列表生成節點
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### 概述
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NumberListGenerator 節點可根據自訂參數創建數字列表，支援有序和隨機輸出。非常適合批次處理、參數掃描或任何需要受控數字序列的工作流程。
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### 功能特色
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- **雙重輸出格式**: 同時生成整數和浮點數列表
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- **靈活範圍控制**: 設定最小值、最大值和步長
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- **有序或隨機**: 可切換有序和打亂輸出
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- **可重現結果**: 可選種子參數確保隨機生成的一致性
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- **計數追蹤**: 返回生成數值的總數
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### 參數說明
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**必需輸入:**
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- **min_value / 最小值** (Float): 序列的起始值 (範圍: -10,000 到 10,000，預設: 0.0)
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- **max_value / 最大值** (Float): 最大值上限 (範圍: -10,000 到 10,000，預設: 10.0)
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- **step / 步長** (Float): 連續數值間的增量 (範圍: 0.01 到 1,000，預設: 1.0)
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- **count / 數量** (Int): 要生成的數值數量 (範圍: 1 到 10,000，預設: 10)
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- **random / 隨機** (Boolean): 啟用生成列表的隨機打亂 (預設: False)
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**可選輸入:**
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- **seed / 種子** (Int): 隨機種子，用於可重現結果 (範圍: -1 到 1,000,000，預設: -1)
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**輸出:**
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- **int_list / 整數列表**: 整數值列表
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- **float_list / 浮點數列表**: 浮點數值列表
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- **total_count / 總計數**: 生成數值的總數
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### 使用範例
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**有序數字生成:**
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```
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最小值: 0，最大值: 20，步長: 2，數量: 10，隨機: False
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輸出: [0, 2, 4, 6, 8, 10, 12, 14, 16, 18]
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```
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**隨機數字生成:**
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```
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最小值: 1，最大值: 100，步長: 5，數量: 8，隨機: True，種子: 42
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輸出: [16, 1, 31, 6, 21, 11, 26, 36] (已打亂)
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```
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---
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## PromptSplitByDelimiter 提示分割節點
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### 概述
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**PromptSplitByDelimiter** 節點是一個多功能的文本處理工具，使用可自訂的分隔符分割文本內容。支援簡單字符串分隔符和高級正規表示式，並具有可選的隨機排序和分隔符保留功能。
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### 功能特色
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- **靈活的分隔符支援**：使用簡單字符串或正規表示式作為分隔符
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- **多語言支援**：原生支援中日韓（CJK）文字
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- **正規表示式模式**：高級模式匹配，用於複雜的分割規則
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- **分隔符保留**：可選擇在輸出中保留分隔符
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- **隨機排序**：使用可重現的種子控制打亂結果
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- **高級文本處理**：處理多個換行符、跳過空白片段
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- **選擇性處理**：跳過第一個分隔符出現前的內容
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### 參數說明
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| 參數 | 類型 | 預設值 | 範圍 | 說明 |
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|------|------|--------|------|------|
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| `text` | STRING | - | - | 要分割的多行文本輸入 |
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| `delimiter` | STRING | "," | - | 分隔符字符串或正規表示式模式 |
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| `use_regex` | BOOLEAN | False | - | 啟用正規表示式模式 |
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| `keep_delimiter` | BOOLEAN | False | - | 在輸出中保留分隔符 |
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| `start_index` | INT | 0 | 0-1000 | 選擇的起始索引 |
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| `skip_every` | INT | 0 | 0-10 | 跳過每 N 個項目 |
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| `max_count` | INT | 10 | 1-1000 | 返回的最大項目數 |
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| `skip_first_index` | BOOLEAN | False | - | 跳過第一個分隔符前的內容 |
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| `random_order` | BOOLEAN | False | - | 隨機輸出順序 |
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| `seed` | INT | 0 | 0-2147483647 | 可重現結果的隨機種子 |
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### 輸出
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| 輸出 | 類型 | 說明 |
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|------|------|------|
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| `text_list` | STRING | 分割的文本片段列表 |
|
||
| `total_index` | INT | 找到的片段總數 |
|
||
|
||
### 使用範例
|
||
|
||
#### 範例 1：簡單逗號分割
|
||
```
|
||
輸入: "蘋果,香蕉,櫻桃,棗子"
|
||
分隔符: ","
|
||
輸出: ["蘋果", "香蕉", "櫻桃", "棗子"]
|
||
```
|
||
|
||
#### 範例 2：中文章節分割
|
||
```
|
||
輸入: "前言第一章內容第二章內容第三章結尾"
|
||
分隔符: "第.*?章" (正規表示式模式)
|
||
輸出: ["前言", "內容", "內容", "結尾"]
|
||
```
|
||
|
||
#### 範例 3：分隔符保留
|
||
```
|
||
輸入: "AAA//BBB//CCC"
|
||
分隔符: "//"
|
||
保留分隔符: True
|
||
輸出: ["AAA", "//BBB", "//CCC"]
|
||
```
|
||
|
||
#### 範例 4：隨機章節選擇
|
||
```
|
||
輸入: "第一章\n第二章\n第三章\n第四章"
|
||
分隔符: "\n"
|
||
隨機順序: True
|
||
最大數量: 2
|
||
輸出: ["第三章", "第一章"] (已隨機化)
|
||
```
|
||
|
||
### 進階功能
|
||
|
||
#### 正規表示式支援
|
||
- **模式匹配**：使用正規表示式模式進行複雜的分隔符規則
|
||
- **中日韓文字支援**：`第\d+章` 匹配 "第1章"、"第2章" 等
|
||
- **靈活模式**：`(章|節|段)` 匹配 "章"、"節" 或 "段" 中的任何一個
|
||
|
||
#### 文本處理規則
|
||
- **換行標準化**：多個連續換行符被視為單個換行符
|
||
- **空分隔符處理**：空分隔符自動使用換行符作為後備
|
||
- **空白修剪**：自動修剪前導/尾隨空白
|
||
|
||
#### 選擇和過濾
|
||
- **索引範圍**：使用 `start_index` 和 `max_count` 選擇特定範圍的結果
|
||
- **跳過模式**：使用 `skip_every` 選擇每第 N 個項目
|
||
- **第一片段跳過**：使用 `skip_first_index` 忽略第一個分隔符前的內容
|
||
|
||
### 使用案例
|
||
|
||
- **文檔處理**：將書籍分割為章節，將文章分割為段落
|
||
- **數據提取**：從格式化文本中提取結構化數據
|
||
- **內容管理**：處理支援中日韓的多語言內容
|
||
- **批次處理**：為下游處理節點生成列表
|
||
- **隨機抽樣**：創建隨機化的內容選擇
|
||
|
||
### Performance Considerations / 性能考慮
|
||
- **Memory Usage**: Large audio files and long text strings may require significant RAM
|
||
- **Processing Speed**: Regular expressions may be slower than simple string operations
|
||
- **File Formats**: AudioListCombine supports all formats compatible with torchaudio
|
||
|
||
### 中文技術說明
|
||
- **記憶體使用**：大型音頻文件和長文本字符串可能需要大量 RAM
|
||
- **處理速度**：正規表示式可能比簡單字符串操作慢
|
||
- **文件格式**：AudioListCombine 支援所有與 torchaudio 兼容的格式
|
||
|
||
### Common Issues / 常見問題
|
||
|
||
**Audio list is empty / 音頻列表為空**
|
||
- Ensure list creation nodes have connected inputs / 確保列表創建節點已連接輸入
|
||
|
||
**Regular expression errors / 正規表示式錯誤**
|
||
- Check pattern syntax, node will fallback to string mode / 檢查模式語法，節點將回退到字符串模式
|
||
|
||
**Memory issues with large files / 大文件記憶體問題**
|
||
- Process files in smaller batches / 以較小批次處理文件
|
||
|
||
## AudioToFrameCount
|
||
|
||
|
||
|
||
### 功能特色
|
||
|
||
**輸入音檔以串接圖片數目**：依照所需影片格數計算音檔長度，輸入為音檔，輸出為一固定值，可用於重複單一圖片配合音檔長度
|
||
|
||
## CeilDivide
|
||
|
||
|
||
|
||
### 功能特色
|
||
|
||
**無條件進位**：將AB相除結果無條件進位，以避免因尾數被捨去迴圈數目不足，導致多段影片或音檔分離時，末段音檔未被採樣
|
||
|
||
## AudioSplitToList
|
||
|
||
|
||
|
||
### 功能特色
|
||
|
||
**分割音檔為清單**：將聲音檔分割為清單，長篇數字人時可分段採樣。
|
||
|
||
**必需輸入:**
|
||
- **videofps / 畫格** (Float): 每秒多少格
|
||
- **samplefps / 分段採樣格** (Int): 每段採樣多少格，範例，如果是25格，分段採樣格是75，則音檔將會分隔為每三秒一個單位
|
||
- **pad_last_segment / 補足音檔** (Boolean): 將音檔長度插入空白，對齊最後一格的分段採樣 (預設: False)
|
||
|
||
**輸出:**
|
||
- **cycle / 整數**: 分割為多少段
|
||
- **audio_list / 音檔清單**: 分割完成的音檔，可直接放入audio輸入，會依序處理
|
||
|
||
|
||
## License / 授權
|
||
|
||
MIT License
|
||
|
||
## Contributing / 貢獻
|
||
|
||
歡迎提交 Issue 和 Pull Request！
|
||
Welcome to submit Issues and Pull Requests!
|
||
|
||
## Support / 支援
|
||
|
||
如有問題請在 GitHub Issues 中回報。
|
||
For questions, please report in GitHub Issues. |