fofr/musicgen-tron 🔢📝🖼️✓❓ → 🖼️

▶️ 182 runs 📅 Oct 2023 ⚙️ Cog 0.8.6
audio-to-audio music-generation

About

MusicGen fine-tuned on Tron

Example Output

Prompt:

"tron, daft punk, cyberpunk"

Output

Example output

Performance Metrics

151.64s Prediction Time
232.19s Total Time
All Input Parameters 
{
  "top_k": 250,
  "top_p": 0,
  "prompt": "tron, daft punk, cyberpunk",
  "duration": 8,
  "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 
Downloading: "https://pbxt.replicate.delivery/4DOiM3IPbRJGKtTaD6Bg7T0x09fGNST7ptARVuFN5h5NXr3IA/trained_model.tar" to /src/models/hub/checkpoints/trained_model.tar
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CLIPPING out happening with proba (a bit of clipping is okay): 7.42187476134859e-05 maximum scale:  1.162497639656067
Version Details
Version ID
d7fe672bfac1a8f1d659c790688a6e1814e4538a7885a765c78d2f382107315b
Version Created
October 18, 2023
Run on Replicate →