keeandev/whisperx:f346bc4a – Run with an API on Replicate

Version

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keeandev /whisperx:f346bc4a

Playground API

Input

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

npx create-replicate --model=keeandev/whisperx

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

const output = await replicate.run(
  "keeandev/whisperx:f346bc4ad3b6abdedfa75ab04d26c4d89b70127ba6748f7695daaeee79885250",
  {
    input: {
      task: "transcribe",
      debug: false,
      only_text: false,
      batch_size: 32,
      align_output: false,
      diarize_speakers: false
    }
  }
);
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 keeandev/whisperx using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "keeandev/whisperx:f346bc4ad3b6abdedfa75ab04d26c4d89b70127ba6748f7695daaeee79885250",
    input={
        "task": "transcribe",
        "debug": False,
        "only_text": False,
        "batch_size": 32,
        "align_output": False,
        "diarize_speakers": False
    }
)
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 keeandev/whisperx 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": "f346bc4ad3b6abdedfa75ab04d26c4d89b70127ba6748f7695daaeee79885250",
    "input": {
      "task": "transcribe",
      "debug": false,
      "only_text": false,
      "batch_size": 32,
      "align_output": false,
      "diarize_speakers": false
    }
  }' \
  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/keeandev/whisperx@sha256:f346bc4ad3b6abdedfa75ab04d26c4d89b70127ba6748f7695daaeee79885250 \
  -i 'task="transcribe"' \
  -i 'debug=false' \
  -i 'only_text=false' \
  -i 'batch_size=32' \
  -i 'align_output=false' \
  -i 'diarize_speakers=false'

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/keeandev/whisperx@sha256:f346bc4ad3b6abdedfa75ab04d26c4d89b70127ba6748f7695daaeee79885250
curl -s -X POST \
  -H "Content-Type: application/json" \
  -d $'{
    "input": {
      "task": "transcribe",
      "debug": false,
      "only_text": false,
      "batch_size": 32,
      "align_output": false,
      "diarize_speakers": false
    }
  }' \
  http://localhost:5000/predictions

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

Output

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