basord/lip-reading-ai-vsr – Run with an API on Replicate

basord / lip-reading-ai-vsr

Lip Read silent videos with AI

Cold

Public
87 runs
L40S
GitHub
License

Run with an API

Playground API Examples README Versions

Input

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

npx create-replicate --model=basord/lip-reading-ai-vsr

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 basord/lip-reading-ai-vsr using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "basord/lip-reading-ai-vsr:ef752b7211e3dbca200e82a8e5d00373e0a8c52d6974b61f9dfcb92f698fefe4",
  {
    input: {
      video: "https://replicate.delivery/pbxt/MU1k1JmnKnQBOX6SQBvgD5TOl0D5pCBWTTqAv2xZIO9qxDif/First-Example.mp4"
    }
  }
);
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 basord/lip-reading-ai-vsr using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "basord/lip-reading-ai-vsr:ef752b7211e3dbca200e82a8e5d00373e0a8c52d6974b61f9dfcb92f698fefe4",
    input={
        "video": "https://replicate.delivery/pbxt/MU1k1JmnKnQBOX6SQBvgD5TOl0D5pCBWTTqAv2xZIO9qxDif/First-Example.mp4"
    }
)
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 basord/lip-reading-ai-vsr 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": "ef752b7211e3dbca200e82a8e5d00373e0a8c52d6974b61f9dfcb92f698fefe4",
    "input": {
      "video": "https://replicate.delivery/pbxt/MU1k1JmnKnQBOX6SQBvgD5TOl0D5pCBWTTqAv2xZIO9qxDif/First-Example.mp4"
    }
  }' \
  https://api.replicate.com/v1/predictions

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

You can run this model locally using Cog. First, install Cog:

brew install cog

If you don’t have Homebrew, there are other installation options available.

Run this to download the model and run it in your local environment:

cog predict r8.im/basord/lip-reading-ai-vsr@sha256:ef752b7211e3dbca200e82a8e5d00373e0a8c52d6974b61f9dfcb92f698fefe4 \
  -i 'video="https://replicate.delivery/pbxt/MU1k1JmnKnQBOX6SQBvgD5TOl0D5pCBWTTqAv2xZIO9qxDif/First-Example.mp4"'

To learn more, take a look at the Cog documentation.

Run this to download the model and run it in your local environment:

docker run -d -p 5000:5000 --gpus=all r8.im/basord/lip-reading-ai-vsr@sha256:ef752b7211e3dbca200e82a8e5d00373e0a8c52d6974b61f9dfcb92f698fefe4
curl -s -X POST \
  -H "Content-Type: application/json" \
  -d $'{
    "input": {
      "video": "https://replicate.delivery/pbxt/MU1k1JmnKnQBOX6SQBvgD5TOl0D5pCBWTTqAv2xZIO9qxDif/First-Example.mp4"
    }
  }' \
  http://localhost:5000/predictions

To learn more, take a look at the Cog documentation.

Output

{"status": "success", "transcript": "HEARS PEOPLE WHO ARE TAKING TIME OUT OF THEIR LIFE JUST COME DOWN AND ACTUALLY PRODUCE THINGS AND SO IT WAS A REALLY COOL ENVIRONMENT"}

Generated in

21.2 seconds

Tweak it Share Report

Run time and cost

This model runs on Nvidia L40S GPU hardware. We don't yet have enough runs of this model to provide performance information.

Readme

This AI Lip Reads videos. It allows to get transcript from any video without needing sound.

Works with UPLOADED VIDEOS ONLY. If you give the url of an online video it will not work. Only ONE PERSON FACE should be VISIBLE at the same time.

It supports MP4, MOV, MKV and WebM video files. But videos need to be ranging from 2 seconds to 40 seconds in length with a maximum resolution of 1080p.

For the best results, it’s better your videos meet the following criteria:

The speaker’s face should be well-lit and clearly visible
Both Frontal and profile view of the speaker’s face work. But for a profile view, half of the lips should be visible at minimum.
Ideally, record in good lighting conditions
Avoid videos where the speaker’s mouth is obscured (by masks, hands, or objects)
The closer the camera is to the speaker’s face, the better (while keeping the full face in frame)
Only one person face should be visible at the same time. This last criteria is mandatory. These conditions will significantly improve the accuracy of the transcription.