nateraw/musicgen-songstarter-v0.2 🔢📝🖼️✓❓ → 🖼️

▶️ 5.0K runs 📅 Apr 2024 ⚙️ Cog 0.9.0-beta10
audio-to-audio music-generation

About

A large, stereo MusicGen that acts as a useful tool for music producers

Example Output

Prompt:

"trap, synthesizer, dark, D minor, 155 bpm"

Output

Example outputExample outputExample outputExample output

Performance Metrics

21.57s Prediction Time
21.58s Total Time
All Input Parameters
{
  "top_k": 250,
  "top_p": 0,
  "prompt": "trap, synthesizer, dark, D minor, 155 bpm",
  "duration": 10,
  "input_audio": "https://replicate.delivery/pbxt/KjlMvXLwAyqS5zCXOEhU09gscXC1g35oAYPIjNMeRIvhug65/assets_bach.mp3",
  "temperature": 1,
  "continuation": false,
  "output_format": "wav",
  "continuation_start": 0,
  "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 from `input_audio`. Otherwise, generated music will mimic `input_audio`'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.
continuation_start Type: integerDefault: 0Range: 0 - ∞
Start time of the audio file to use for continuation.
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: arrayItems Type: stringItems Format: uri

Example Execution Logs
Using seed 3419052878
Melody wavform shape! torch.Size([4, 2, 442368])
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Version Details
Version ID
020ac56a613f4494065e2e5544c7377788a8abcfbe645ecb8146634de0bc383e
Version Created
April 12, 2024
Run on Replicate →