ComfyUI Node: AudioX Multi-Modal Generation

AudioX Multi-Modal Generation:

The AudioXMultiModalGeneration node is designed to facilitate the creation of audio content through a multi-modal approach using the AudioX framework. This node allows you to generate audio by leveraging various input modalities such as text, video, and images, providing a versatile tool for creative audio production. The primary goal of this node is to enable the synthesis of high-quality audio that can be conditioned on different types of input data, making it a powerful asset for artists looking to explore the intersection of audio and visual media. By utilizing advanced techniques in audio generation, this node enhances the creative process, allowing for the production of unique and contextually relevant audio outputs.

AudioX Multi-Modal Generation Input Parameters:

model

The model parameter specifies the AudioX model to be used for audio generation. This model serves as the backbone of the audio synthesis process, determining the quality and characteristics of the generated audio. It is crucial to select an appropriate model that aligns with your creative goals.

text_prompt

The text_prompt parameter is a string input that provides a textual description or instruction for the audio generation process. This prompt guides the model in creating audio that aligns with the specified theme or concept. The default value is "Generate audio," and it supports multiline input for more detailed descriptions.

steps

The steps parameter defines the number of diffusion steps to be used in the audio generation process. It influences the refinement and quality of the generated audio, with a higher number of steps generally leading to more detailed outputs. The default value is 250, with a range from 1 to 1000.

cfg_scale

The cfg_scale parameter is a float that controls the guidance scale during audio generation. It affects how closely the generated audio adheres to the input prompt, with higher values resulting in outputs that more closely match the prompt. The default value is 7.0, with a range from 0.1 to 20.0.

seed

The seed parameter is an integer used to initialize the random number generator for the audio generation process. It allows for reproducibility of results, enabling you to generate the same audio output given the same seed and other parameters. The default value is -1, which indicates a random seed, with a range from -1 to 2^32

• 1.

duration_seconds

The duration_seconds parameter specifies the length of the generated audio in seconds. It determines the total duration of the audio output, allowing you to control the length of the generated content. The default value is 10.0 seconds, with a range from 1.0 to 30.0 seconds.

video

The video parameter is an optional input that allows you to provide a video file for conditioning the audio generation process. This input can be used to create audio that complements or enhances the visual content of the video.

image

The image parameter is an optional input that allows you to provide an image for conditioning the audio generation process. This input can be used to generate audio that is inspired by or related to the visual elements of the image.

audio

The audio parameter is an optional input that allows you to provide an existing audio file for conditioning the generation process. This input can be used to influence the style or characteristics of the generated audio based on the provided audio sample.

AudioX Multi-Modal Generation Output Parameters:

audio

The audio output parameter represents the generated audio content produced by the node. This audio output is the result of the multi-modal generation process, conditioned on the provided inputs such as text, video, image, or audio. It serves as the final product of the node's operation, ready for use in creative projects or further processing.

AudioX Multi-Modal Generation Usage Tips:

• Experiment with different text_prompt inputs to explore a wide range of audio outputs. Detailed and descriptive prompts can lead to more nuanced and contextually rich audio generation.
• Adjust the steps and cfg_scale parameters to find the right balance between audio quality and adherence to the input prompt. Higher values may improve quality but can also increase processing time.
• Utilize the seed parameter to reproduce specific audio outputs, which is useful for iterative creative processes or when sharing results with collaborators.

AudioX Multi-Modal Generation Common Errors and Solutions:

Invalid model configuration

• Explanation: This error occurs when the specified model configuration is not compatible with the node's requirements.
• Solution: Ensure that the model provided is correctly configured and compatible with the AudioX framework. Verify that all necessary components and settings are in place.

Text prompt too vague

• Explanation: A vague or insufficient text prompt can lead to unsatisfactory audio outputs.
• Solution: Provide a more detailed and specific text prompt to guide the audio generation process effectively. Consider including descriptive elements or themes to enhance the prompt's clarity.

Duration exceeds maximum limit

• Explanation: The specified duration for audio generation exceeds the maximum allowed limit.
• Solution: Adjust the duration_seconds parameter to a value within the allowed range of 1.0 to 30.0 seconds.