ryan5453 / demucs

Demucs is an audio source separator created by Facebook Research.

Warm

Public
364.6K runs
A100 (40GB)
GitHub
Paper
License

Run with an API

Playground API Examples README Versions

Prediction

ryan5453/demucs:5a7041cc

Model

ryan5453/demucs:53191dee

t2fdpqgsfhrgp0cf68qrcjnrtw

Status

Succeeded

Source

Web

Hardware

A40

Total duration

2m 56s

Created

11 months ago

Input

jobs: 0
stem: none
audio: Josh%20Woodward%20-%20Are%20You%20Having%20Fun
model: htdemucs
split
shifts: 1
overlap: 0.25
clip_mode: rescale
mp3_preset: 2
wav_format: int24
mp3_bitrate: 320
output_format: mp3

{
  "jobs": 0,
  "stem": "none",
  "audio": "https://replicate.delivery/pbxt/KqCC8G0RySCjKBQinde7gog9XwsfUR8uF6IyD2h6HPirewAg/Josh%20Woodward%20-%20Are%20You%20Having%20Fun",
  "model": "htdemucs",
  "split": true,
  "shifts": 1,
  "overlap": 0.25,
  "clip_mode": "rescale",
  "mp3_preset": 2,
  "wav_format": "int24",
  "mp3_bitrate": 320,
  "output_format": "mp3"
}

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 ryan5453/demucs using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "ryan5453/demucs:5a7041cc9b82e5a558fea6b3d7b12dea89625e89da33f0447bd727c2d0ab9e77",
  {
    input: {
      jobs: 0,
      stem: "none",
      audio: "https://replicate.delivery/pbxt/KqCC8G0RySCjKBQinde7gog9XwsfUR8uF6IyD2h6HPirewAg/Josh%20Woodward%20-%20Are%20You%20Having%20Fun",
      model: "htdemucs",
      split: true,
      shifts: 1,
      overlap: 0.25,
      clip_mode: "rescale",
      mp3_preset: 2,
      wav_format: "int24",
      mp3_bitrate: 320,
      output_format: "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 ryan5453/demucs using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "ryan5453/demucs:5a7041cc9b82e5a558fea6b3d7b12dea89625e89da33f0447bd727c2d0ab9e77",
    input={
        "jobs": 0,
        "stem": "none",
        "audio": "https://replicate.delivery/pbxt/KqCC8G0RySCjKBQinde7gog9XwsfUR8uF6IyD2h6HPirewAg/Josh%20Woodward%20-%20Are%20You%20Having%20Fun",
        "model": "htdemucs",
        "split": True,
        "shifts": 1,
        "overlap": 0.25,
        "clip_mode": "rescale",
        "mp3_preset": 2,
        "wav_format": "int24",
        "mp3_bitrate": 320,
        "output_format": "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 ryan5453/demucs 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": "5a7041cc9b82e5a558fea6b3d7b12dea89625e89da33f0447bd727c2d0ab9e77",
    "input": {
      "jobs": 0,
      "stem": "none",
      "audio": "https://replicate.delivery/pbxt/KqCC8G0RySCjKBQinde7gog9XwsfUR8uF6IyD2h6HPirewAg/Josh%20Woodward%20-%20Are%20You%20Having%20Fun",
      "model": "htdemucs",
      "split": true,
      "shifts": 1,
      "overlap": 0.25,
      "clip_mode": "rescale",
      "mp3_preset": 2,
      "wav_format": "int24",
      "mp3_bitrate": 320,
      "output_format": "mp3"
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

{ "bass": "https://storage.googleapis.com/replicate-files/DGKrtyY9DLJpDNwK8wyx1YJTwffy136G7ST6XM2Mwzp4i2vSA/file", "drums": "https://storage.googleapis.com/replicate-files/tyAr6QMjIl7mP5YPNZWf29VzlG4eRQZScDf64DdxMfMdLafVC/file", "other": "https://storage.googleapis.com/replicate-files/evRBGYcxmfpCJ0qwn8ELHW0BzfsytARPYUOqeK728qcnLafVC/file", "vocals": "https://storage.googleapis.com/replicate-files/fWw45bCZ5ZWILSET8mslNXu2gI4DiBD3NDaCixz2WnvcR7XJA/file" }

{
  "completed_at": "2024-05-01T03:27:54.155224Z",
  "created_at": "2024-05-01T03:24:58.620000Z",
  "data_removed": false,
  "error": null,
  "id": "t2fdpqgsfhrgp0cf68qrcjnrtw",
  "input": {
    "jobs": 0,
    "stem": "none",
    "audio": "https://replicate.delivery/pbxt/KqCC8G0RySCjKBQinde7gog9XwsfUR8uF6IyD2h6HPirewAg/Josh%20Woodward%20-%20Are%20You%20Having%20Fun",
    "model": "htdemucs",
    "split": true,
    "shifts": 1,
    "overlap": 0.25,
    "clip_mode": "rescale",
    "mp3_preset": 2,
    "wav_format": "int24",
    "mp3_bitrate": 320,
    "output_format": "mp3"
  },
  "logs": "0%|                                                                     | 0.0/163.79999999999998 [00:00<?, ?seconds/s]\n  4%|██▏                                                         | 5.85/163.79999999999998 [00:00<00:14, 10.75seconds/s]\n  7%|████▎                                                       | 11.7/163.79999999999998 [00:00<00:07, 19.54seconds/s]\n 11%|████▉                                         | 17.549999999999997/163.79999999999998 [00:00<00:05, 26.84seconds/s]\n 14%|████████▌                                                   | 23.4/163.79999999999998 [00:00<00:04, 32.60seconds/s]\n 18%|██████████▌                                                | 29.25/163.79999999999998 [00:01<00:03, 36.95seconds/s]\n 21%|█████████▊                                    | 35.099999999999994/163.79999999999998 [00:01<00:03, 39.81seconds/s]\n 25%|███████████▌                                  | 40.949999999999996/163.79999999999998 [00:01<00:02, 42.02seconds/s]\n 29%|█████████████████▏                                          | 46.8/163.79999999999998 [00:01<00:02, 43.57seconds/s]\n 32%|██████████████████▉                                        | 52.65/163.79999999999998 [00:01<00:02, 45.10seconds/s]\n 36%|█████████████████████▍                                      | 58.5/163.79999999999998 [00:01<00:02, 46.14seconds/s]\n 39%|███████████████████████▏                                   | 64.35/163.79999999999998 [00:01<00:02, 46.93seconds/s]\n 43%|████████████████████▏                          | 70.19999999999999/163.79999999999998 [00:01<00:01, 47.49seconds/s]\n 46%|███████████████████████████▍                               | 76.05/163.79999999999998 [00:02<00:01, 47.86seconds/s]\n 50%|███████████████████████▌                       | 81.89999999999999/163.79999999999998 [00:02<00:01, 46.86seconds/s]\n 54%|███████████████████████████████▌                           | 87.75/163.79999999999998 [00:02<00:01, 46.92seconds/s]\n 57%|██████████████████████████████████▎                         | 93.6/163.79999999999998 [00:02<00:01, 47.38seconds/s]\n 61%|████████████████████████████▌                  | 99.44999999999999/163.79999999999998 [00:02<00:01, 47.66seconds/s]\n 64%|█████████████████████████████████████▉                     | 105.3/163.79999999999998 [00:02<00:01, 47.91seconds/s]\n 68%|███████████████████████████████▏              | 111.14999999999999/163.79999999999998 [00:02<00:01, 48.06seconds/s]\n 71%|██████████████████████████████████████████▏                | 117.0/163.79999999999998 [00:02<00:00, 48.23seconds/s]\n 75%|███████████████████████████████████████████▌              | 122.85/163.79999999999998 [00:02<00:00, 48.37seconds/s]\n 79%|██████████████████████████████████████████████▎            | 128.7/163.79999999999998 [00:03<00:00, 48.30seconds/s]\n 82%|█████████████████████████████████████▊        | 134.54999999999998/163.79999999999998 [00:03<00:00, 48.35seconds/s]\n 86%|███████████████████████████████████████▍      | 140.39999999999998/163.79999999999998 [00:03<00:00, 48.19seconds/s]\n 89%|███████████████████████████████████████████████████▊      | 146.25/163.79999999999998 [00:03<00:00, 48.29seconds/s]\n 93%|██████████████████████████████████████████████████████▊    | 152.1/163.79999999999998 [00:03<00:00, 48.38seconds/s]\n 96%|███████████████████████████████████████████████████████▉  | 157.95/163.79999999999998 [00:03<00:00, 48.53seconds/s]\n100%|██████████████████████████████████████████████| 163.79999999999998/163.79999999999998 [00:03<00:00, 48.72seconds/s]\n100%|██████████████████████████████████████████████| 163.79999999999998/163.79999999999998 [00:03<00:00, 42.77seconds/s]",
  "metrics": {
    "predict_time": 25.031137,
    "total_time": 175.535224
  },
  "output": {
    "bass": "https://storage.googleapis.com/replicate-files/DGKrtyY9DLJpDNwK8wyx1YJTwffy136G7ST6XM2Mwzp4i2vSA/file",
    "drums": "https://storage.googleapis.com/replicate-files/tyAr6QMjIl7mP5YPNZWf29VzlG4eRQZScDf64DdxMfMdLafVC/file",
    "other": "https://storage.googleapis.com/replicate-files/evRBGYcxmfpCJ0qwn8ELHW0BzfsytARPYUOqeK728qcnLafVC/file",
    "vocals": "https://storage.googleapis.com/replicate-files/fWw45bCZ5ZWILSET8mslNXu2gI4DiBD3NDaCixz2WnvcR7XJA/file"
  },
  "started_at": "2024-05-01T03:27:29.124087Z",
  "status": "succeeded",
  "urls": {
    "get": "https://api.replicate.com/v1/predictions/t2fdpqgsfhrgp0cf68qrcjnrtw",
    "cancel": "https://api.replicate.com/v1/predictions/t2fdpqgsfhrgp0cf68qrcjnrtw/cancel"
  },
  "version": "53191dee0efbfc3cbfdbab276b0dcce930705e9a4d1bb9fe1e2a7cdd33d9ca82"
}

Generated in

25.0 seconds

Tweak it Share Report

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