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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 |
|---|---|---|---|
| audio |
string
|
The audio file to separate
|
|
| two_stems |
string
(enum)
|
Options: drums, bass, other, vocals |
If you want to separate into two stems, enter the name of the stem here.
|
| int24 |
boolean
|
False
|
If you want to output 24 bit wav files, set this to true.
|
| float32 |
boolean
|
False
|
If you want to output 32 bit wav files, set this to true. Keep in mind this is 2x bigger.
|
| clip_mode |
string
(enum)
|
rescale
Options: rescale, clamp |
Strategy for avoiding clipping: rescaling entire signal if necessary (rescale) or hard clipping (clamp)
|
| mp3 |
boolean
|
False
|
If you want to convert the output wavs to mp3, set this to true.
|
| mp3_bitrate |
integer
|
320
|
The bitrate of the converted mp3.
|
| shifts |
integer
|
1
|
Number of random shifts for equivariant stabilization. Increase separation time but improves quality for Demucs. 10 was used in the original paper.
|
| workers |
integer
|
0
|
Number of jobs. This can increase memory usage but will be much faster when multiple cores are available.
|
| split |
boolean
|
False
|
If you want to split audio in chunks, set this to true. This can use large amounts of memory.
|
| overlap |
number
|
0.25
|
Overlap between the splits.
|
Output schema
The shape of the response you’ll get when you run this model with an API.
Schema
{'items': {'format': 'uri', 'type': 'string'},
'title': 'Output',
'type': 'array'}