datasci888/musicgen_8songs

datasci888 / musicgen_8songs

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7 runs

Run datasci888/musicgen_8songs with an API

Use one of our client libraries to get started quickly. Clicking on a library will take you to the Playground tab where you can tweak different inputs, see the results, and copy the corresponding code to use in your own project.

Input schema

The fields you can use to run this model with an API. If you don't give a value for a field its default value will be used.

Field	Type	Default value	Description
prompt	string		A description of the music you want to generate.
input_audio	string		An audio file that will influence the generated music. If `continuation` is `True`, the generated music will be a continuation of the audio file. Otherwise, the generated music will mimic the audio file's melody.
duration	integer	8	Duration of the generated audio in seconds.
continuation	boolean	False	If `True`, generated music will continue `melody`. Otherwise, generated music will mimic `audio_input`'s melody.
continuation_start	integer	0	Start time of the audio file to use for continuation.
continuation_end	integer		End time of the audio file to use for continuation. If -1 or None, will default to the end of the audio clip.
multi_band_diffusion	boolean	False	If `True`, the EnCodec tokens will be decoded with MultiBand Diffusion.
normalization_strategy	string (enum)	loudness Options: loudness, clip, peak, rms	Strategy for normalizing audio.
top_k	integer	250	Reduces sampling to the k most likely tokens.
top_p	number	0	Reduces sampling to tokens with cumulative probability of p. When set to `0` (default), top_k sampling is used.
temperature	number	1	Controls the 'conservativeness' of the sampling process. Higher temperature means more diversity.
classifier_free_guidance	integer	3	Increases the influence of inputs on the output. Higher values produce lower-varience outputs that adhere more closely to inputs.
output_format	string (enum)	wav Options: wav, mp3	Output format for generated audio.
seed	integer		Seed for random number generator. If None or -1, a random seed will be used.

{
  "type": "object",
  "title": "Input",
  "properties": {
    "seed": {
      "type": "integer",
      "title": "Seed",
      "x-order": 13,
      "description": "Seed for random number generator. If None or -1, a random seed will be used."
    },
    "top_k": {
      "type": "integer",
      "title": "Top K",
      "default": 250,
      "x-order": 8,
      "description": "Reduces sampling to the k most likely tokens."
    },
    "top_p": {
      "type": "number",
      "title": "Top P",
      "default": 0,
      "x-order": 9,
      "description": "Reduces sampling to tokens with cumulative probability of p. When set to  `0` (default), top_k sampling is used."
    },
    "prompt": {
      "type": "string",
      "title": "Prompt",
      "x-order": 0,
      "description": "A description of the music you want to generate."
    },
    "duration": {
      "type": "integer",
      "title": "Duration",
      "default": 8,
      "x-order": 2,
      "description": "Duration of the generated audio in seconds."
    },
    "input_audio": {
      "type": "string",
      "title": "Input Audio",
      "format": "uri",
      "x-order": 1,
      "description": "An audio file that will influence the generated music. If `continuation` is `True`, the generated music will be a continuation of the audio file. Otherwise, the generated music will mimic the audio file's melody."
    },
    "temperature": {
      "type": "number",
      "title": "Temperature",
      "default": 1,
      "x-order": 10,
      "description": "Controls the 'conservativeness' of the sampling process. Higher temperature means more diversity."
    },
    "continuation": {
      "type": "boolean",
      "title": "Continuation",
      "default": false,
      "x-order": 3,
      "description": "If `True`, generated music will continue `melody`. Otherwise, generated music will mimic `audio_input`'s melody."
    },
    "output_format": {
      "enum": [
        "wav",
        "mp3"
      ],
      "type": "string",
      "title": "output_format",
      "description": "Output format for generated audio.",
      "default": "wav",
      "x-order": 12
    },
    "continuation_end": {
      "type": "integer",
      "title": "Continuation End",
      "minimum": 0,
      "x-order": 5,
      "description": "End time of the audio file to use for continuation. If -1 or None, will default to the end of the audio clip."
    },
    "continuation_start": {
      "type": "integer",
      "title": "Continuation Start",
      "default": 0,
      "minimum": 0,
      "x-order": 4,
      "description": "Start time of the audio file to use for continuation."
    },
    "multi_band_diffusion": {
      "type": "boolean",
      "title": "Multi Band Diffusion",
      "default": false,
      "x-order": 6,
      "description": "If `True`, the EnCodec tokens will be decoded with MultiBand Diffusion."
    },
    "normalization_strategy": {
      "enum": [
        "loudness",
        "clip",
        "peak",
        "rms"
      ],
      "type": "string",
      "title": "normalization_strategy",
      "description": "Strategy for normalizing audio.",
      "default": "loudness",
      "x-order": 7
    },
    "classifier_free_guidance": {
      "type": "integer",
      "title": "Classifier Free Guidance",
      "default": 3,
      "x-order": 11,
      "description": "Increases the influence of inputs on the output. Higher values produce lower-varience outputs that adhere more closely to inputs."
    }
  }
}

Output schema

The shape of the response you’ll get when you run this model with an API.

Schema

{
  "type": "string",
  "title": "Output",
  "format": "uri"
}