cjwbw/dreamtalk:1716d488 – Run with an API on Replicate

Version

You're looking at a specific version of this model. Jump to the model overview.

cjwbw /dreamtalk:1716d488

Input

image

*file

Input image. This specifies the input portrait. The resolution should be larger than 256x256 and will be cropped to 256x256.

audio

*file

Input audio file. The input audio file extensions should be wav, mp3, m4a, and mp4 (video with sound) should all be compatible.

style_clip

string

Input style_clip_mat, optional. This specifies the reference speaking style.

Default: "data/style_clip/3DMM/M030_front_neutral_level1_001.mat"

pose

string

Input pose, specifies the head pose and should be a .mat file.

Default: "data/pose/RichardShelby_front_neutral_level1_001.mat"

max_gen_len

integer

The maximum length (seconds) limitation for generating videos.

Default: 1000

cfg_scale

number

The scale of classifier-free guidance. It can adjust the intensity of speaking styles.

Default: 1

num_inference_steps

integer

(minimum: 1, maximum: 500)

Number of denoising steps

Default: 10

crop_image

boolean

Enable cropping the input image. If your portrait is already cropped to 256x256, set this to False.

Default: true

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

npx create-replicate --model=cjwbw/dreamtalk

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";
import fs from "node:fs";

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

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

const output = await replicate.run(
  "cjwbw/dreamtalk:1716d48810a85870c46c0ba27290881749103c783cbe5d644431468df7b94cb0",
  {
    input: {
      pose: "data/pose/RichardShelby_front_neutral_level1_001.mat",
      cfg_scale: 1,
      crop_image: true,
      style_clip: "data/style_clip/3DMM/M030_front_neutral_level1_001.mat",
      max_gen_len: 1000,
      num_inference_steps: 10
    }
  }
);

// To access the file URL:
console.log(output.url()); //=> "http://example.com"

// To write the file to disk:
fs.writeFile("my-image.png", 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 cjwbw/dreamtalk using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "cjwbw/dreamtalk:1716d48810a85870c46c0ba27290881749103c783cbe5d644431468df7b94cb0",
    input={
        "pose": "data/pose/RichardShelby_front_neutral_level1_001.mat",
        "cfg_scale": 1,
        "crop_image": True,
        "style_clip": "data/style_clip/3DMM/M030_front_neutral_level1_001.mat",
        "max_gen_len": 1000,
        "num_inference_steps": 10
    }
)
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 cjwbw/dreamtalk 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": "cjwbw/dreamtalk:1716d48810a85870c46c0ba27290881749103c783cbe5d644431468df7b94cb0",
    "input": {
      "pose": "data/pose/RichardShelby_front_neutral_level1_001.mat",
      "cfg_scale": 1,
      "crop_image": true,
      "style_clip": "data/style_clip/3DMM/M030_front_neutral_level1_001.mat",
      "max_gen_len": 1000,
      "num_inference_steps": 10
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

No output yet! Press "Submit" to start a prediction.