soykertje/spleeter | Run with an API on Replicate

Cold

Spleeter is Deezer source separation library with pretrained models written in Python and uses Tensorflow.

Public

730.2K runs

Run with an API

Playground API Examples README Versions

Input

Video Player is loading.

Current Time 00:00:000

Duration 00:00:000

Loaded: 0%

Stream Type LIVE

Remaining Time 00:00:000

audio

*file

Audio file

Run this model in Node.js with one line of code:

npx create-replicate --model=soykertje/spleeter

or set up a project from scratch

Install Replicate’s Node.js client library:

npm install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Import and set up the client:

import Replicate from "replicate";

const replicate = new Replicate({
  auth: process.env.REPLICATE_API_TOKEN,
});

Run soykertje/spleeter using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "soykertje/spleeter:cd128044253523c86abfd743dea680c88559ad975ccd72378c8433f067ab5d0a",
  {
    input: {
      audio: "https://replicate.delivery/pbxt/JQ8v4dbyBga3g3ZFXP8t73Ioz97xpbdwwJWFR93N9Hvhdb0i/Nettie%20-%20Type%20O%20Negative.mp3"
    }
  }
);

console.log(output);

To learn more, take a look at the guide on getting started with Node.js.

Install Replicate’s Python client library:

pip install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Import the client:

import replicate

Run soykertje/spleeter using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "soykertje/spleeter:cd128044253523c86abfd743dea680c88559ad975ccd72378c8433f067ab5d0a",
    input={
        "audio": "https://replicate.delivery/pbxt/JQ8v4dbyBga3g3ZFXP8t73Ioz97xpbdwwJWFR93N9Hvhdb0i/Nettie%20-%20Type%20O%20Negative.mp3"
    }
)

print(output)

To learn more, take a look at the guide on getting started with Python.

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Run soykertje/spleeter using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

curl -s -X POST \
  -H "Authorization: Bearer $REPLICATE_API_TOKEN" \
  -H "Content-Type: application/json" \
  -H "Prefer: wait" \
  -d $'{
    "version": "soykertje/spleeter:cd128044253523c86abfd743dea680c88559ad975ccd72378c8433f067ab5d0a",
    "input": {
      "audio": "https://replicate.delivery/pbxt/JQ8v4dbyBga3g3ZFXP8t73Ioz97xpbdwwJWFR93N9Hvhdb0i/Nettie%20-%20Type%20O%20Negative.mp3"
    }
  }' \
  https://api.replicate.com/v1/predictions

To learn more, take a look at Replicate’s HTTP API reference docs.

Output

vocals

Video Player is loading.

Current Time 00:00:000

Duration 00:00:000

Loaded: 0%

Stream Type LIVE

Remaining Time 00:00:000

accompaniment

Video Player is loading.

Current Time 00:00:000

Duration 00:00:000

Loaded: 0%

Stream Type LIVE

Remaining Time 00:00:000

Generated in

9.1 seconds

Tweak itReport View full prediction

Run time and cost

This model costs approximately $0.0068 to run on Replicate, or 147 runs per $1, but this varies depending on your inputs. It is also open source and you can run it on your own computer with Docker.

This model runs on Nvidia T4 GPU hardware. Predictions typically complete within 31 seconds. The predict time for this model varies significantly based on the inputs.

Readme

This implementation of Spleeter performs the separation between vocals and accompaniment (2 stems), but Spleeter supports other types of separations:

Vocals / drums / bass / other separation (4 stems)
Vocals / drums / bass / piano / other separation (5 stems)