Prediction

Model

ben-hayes/neural-waveshaping-synthesis:0d8b1d7b

yxmcdhxio5hi5iscdp4xjqx7zm

Status

Succeeded

Source

Web

Hardware

–

Total duration

–

Created

over 4 years ago

Webhook

–

Input

youtube_url: https://www.youtube.com/watch?v=dYvPCgcFDIo
youtube_start_in_seconds: 6.5
youtube_length_in_seconds: 20
instrument: Trumpet
use_full_crepe_model: true
use_fastnewt: false
octave_shift: 1
loudness_scale: 0.5
loudness_floor: 0
loudness_conf_filter: 0
pitch_conf_filter: 0
pitch_smoothing: 0
loudness_smoothing: 0

{
  "instrument": "Trumpet",
  "loudness_conf_filter": "0",
  "loudness_floor": "0",
  "loudness_scale": "0.5",
  "loudness_smoothing": "0",
  "octave_shift": "1",
  "pitch_conf_filter": "0",
  "pitch_smoothing": "0",
  "use_fastnewt": false,
  "use_full_crepe_model": true,
  "youtube_length_in_seconds": "20",
  "youtube_start_in_seconds": "6.5",
  "youtube_url": "https://www.youtube.com/watch?v=dYvPCgcFDIo"
}

Install Replicate’s Node.js client library:

npm install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=r8_RXa**********************************

This is your API token. Keep it to yourself.

Import and set up the client:

import Replicate from "replicate";

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

Run ben-hayes/neural-waveshaping-synthesis using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "ben-hayes/neural-waveshaping-synthesis:0d8b1d7be262c95cde0b35bf15112d0faa43a3b456dd5bde0cc7ecc26ba7d0a9",
  {
    input: {
      instrument: "Trumpet",
      loudness_conf_filter: "0",
      loudness_floor: "0",
      loudness_scale: "0.5",
      loudness_smoothing: "0",
      octave_shift: "1",
      pitch_conf_filter: "0",
      pitch_smoothing: "0",
      use_fastnewt: false,
      use_full_crepe_model: true,
      youtube_length_in_seconds: "20",
      youtube_start_in_seconds: "6.5",
      youtube_url: "https://www.youtube.com/watch?v=dYvPCgcFDIo"
    }
  }
);

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=r8_RXa**********************************

This is your API token. Keep it to yourself.

Import the client:

import replicate

Run ben-hayes/neural-waveshaping-synthesis using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "ben-hayes/neural-waveshaping-synthesis:0d8b1d7be262c95cde0b35bf15112d0faa43a3b456dd5bde0cc7ecc26ba7d0a9",
    input={
        "instrument": "Trumpet",
        "loudness_conf_filter": "0",
        "loudness_floor": "0",
        "loudness_scale": "0.5",
        "loudness_smoothing": "0",
        "octave_shift": "1",
        "pitch_conf_filter": "0",
        "pitch_smoothing": "0",
        "use_fastnewt": False,
        "use_full_crepe_model": True,
        "youtube_length_in_seconds": "20",
        "youtube_start_in_seconds": "6.5",
        "youtube_url": "https://www.youtube.com/watch?v=dYvPCgcFDIo"
    }
)

# The ben-hayes/neural-waveshaping-synthesis model can stream output as it's running.
# The predict method returns an iterator, and you can iterate over that output.
for item in output:
    # https://replicate.com/ben-hayes/neural-waveshaping-synthesis/api#output-schema
    print(item)

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=r8_RXa**********************************

This is your API token. Keep it to yourself.

Run ben-hayes/neural-waveshaping-synthesis 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": "ben-hayes/neural-waveshaping-synthesis:0d8b1d7be262c95cde0b35bf15112d0faa43a3b456dd5bde0cc7ecc26ba7d0a9",
    "input": {
      "instrument": "Trumpet",
      "loudness_conf_filter": "0",
      "loudness_floor": "0",
      "loudness_scale": "0.5",
      "loudness_smoothing": "0",
      "octave_shift": "1",
      "pitch_conf_filter": "0",
      "pitch_smoothing": "0",
      "use_fastnewt": false,
      "use_full_crepe_model": true,
      "youtube_length_in_seconds": "20",
      "youtube_start_in_seconds": "6.5",
      "youtube_url": "https://www.youtube.com/watch?v=dYvPCgcFDIo"
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

{
  "outputType": "object",
  "properties": {
    "file": {
      "outputType": "uri",
      "mimeType": "audio/mpeg",
      "inferred": false,
      "outputValue": "https://replicate.delivery/mgxm/33e14bbd-0db4-49a0-a4d9-fbc08197a579/out.mp3",
      "typeMismatch": false
    }
  },
  "inferred": false,
  "outputValue": {
    "file": "https://replicate.delivery/mgxm/33e14bbd-0db4-49a0-a4d9-fbc08197a579/out.mp3"
  },
  "typeMismatch": false
}

Tweak it Report