naclonts/musicgen-experiment-2 🔢📝🖼️✓❓ → 🖼️

▶️ 23 runs 📅 Mar 2024 ⚙️ Cog 0.8.6

audio-to-audio music-generation

About

Example Output

Prompt:

"moog synthesizers with breakcore beats"

Output

Performance Metrics

98.65s Prediction Time

99.72s Total Time

All Input Parameters

{
  "top_k": 250,
  "top_p": 0,
  "prompt": "moog synthesizers with breakcore beats",
  "duration": 20,
  "temperature": 1,
  "continuation": false,
  "output_format": "wav",
  "continuation_start": 0,
  "multi_band_diffusion": false,
  "normalization_strategy": "loudness",
  "classifier_free_guidance": 3
}

Input Parameters

seed Type: integer: Seed for random number generator. If None or -1, a random seed will be used.
top_k Type: integerDefault: 250: Reduces sampling to the k most likely tokens.
top_p Type: numberDefault: 0: Reduces sampling to tokens with cumulative probability of p. When set to `0` (default), top_k sampling is used.
prompt Type: string: A description of the music you want to generate.
duration Type: integerDefault: 8: Duration of the generated audio in seconds.
input_audio Type: 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.
temperature Type: numberDefault: 1: Controls the 'conservativeness' of the sampling process. Higher temperature means more diversity.
continuation Type: booleanDefault: false: If `True`, generated music will continue `melody`. Otherwise, generated music will mimic `audio_input`'s melody.
output_format Default: wav: Output format for generated audio.
continuation_end Type: integerRange: 0 - ∞: End time of the audio file to use for continuation. If -1 or None, will default to the end of the audio clip.
replicate_weights Type: string: Replicate MusicGen weights to use. Leave blank to use the default weights.
continuation_start Type: integerDefault: 0Range: 0 - ∞: Start time of the audio file to use for continuation.
multi_band_diffusion Type: booleanDefault: false: If `True`, the EnCodec tokens will be decoded with MultiBand Diffusion. Only works with non-stereo models.
normalization_strategy Default: loudness: Strategy for normalizing audio.
classifier_free_guidance Type: integerDefault: 3: Increases the influence of inputs on the output. Higher values produce lower-varience outputs that adhere more closely to inputs.

Output Schema

Output

Type: string • Format: uri

Example Execution Logs

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CLIPPING out happening with proba (a bit of clipping is okay): 0.00047500000800937414 maximum scale:  1.6386202573776245

Version Details

Version ID: a1a0f288540f6ef818f60b1bd4e6d45c5c3f255e2d74f6c66f8604935671c4fe
Version Created: March 23, 2024

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