charlesmccarthy/musicgen 🔢📝🖼️✓❓ → 🖼️
About
MusicGen running on an a40 with 60 seconds max duration
Example Output
Prompt:
"a piano solo "
Output
Performance Metrics
173.83s
Prediction Time
315.59s
Total Time
All Input Parameters
{
"prompt": "a piano solo ",
"duration": 60,
"model_version": "large"
}
Input Parameters
- seed
- Seed for random number generator. If None or -1, a random seed will be used.
- top_k
- Reduces sampling to the k most likely tokens.
- top_p
- Reduces sampling to tokens with cumulative probability of p. When set to `0` (default), top_k sampling is used.
- prompt
- A description of the music you want to generate.
- duration
- Duration of the generated audio in seconds.
- input_audio
- 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
- Controls the 'conservativeness' of the sampling process. Higher temperature means more diversity.
- continuation
- If `True`, generated music will continue from `input_audio`. Otherwise, generated music will mimic `input_audio`'s melody.
- model_version
- Model to use for generation
- output_format
- Output format for generated audio.
- continuation_end
- 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
- Start time of the audio file to use for continuation.
- multi_band_diffusion
- If `True`, the EnCodec tokens will be decoded with MultiBand Diffusion. Only works with non-stereo models.
- normalization_strategy
- Strategy for normalizing audio.
- classifier_free_guidance
- Increases the influence of inputs on the output. Higher values produce lower-varience outputs that adhere more closely to inputs.
Output Schema
Output
Example Execution Logs
Loading model large... Downloading models--facebook--musicgen-large to models Downloaded models--facebook--musicgen-large in 20.90s Model large loaded successfully. 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0.00010208333696937189 maximum scale: 1.2832432985305786
Version Details
- Version ID
d51032695d2c2ec28031e9e30b793b1a8f61efe367af46027a211c2954a6ad44- Version Created
- June 18, 2024