eaa/diarisation – Run with an API on Replicate

eaa / diarisation

Speaker diarisation

Cold

Public
32 runs
T4

Iterate in playground

Run with an API

Playground API Examples README Versions

Input

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audio

*file

Input audio file

records

*string

Shift + Return to add a new line

[{"start":0.84,"duration":0.56},{"start":1.92,"duration":0.52},{"start":3.92,"duration":0.48},{"start":4.76,"duration":0.56},{"start":6.44,"duration":1.52},{"start":9.4,"duration":1.56},{"start":11.88,"duration":0.56},{"start":12.48,"duration":2.32},{"start":18.64,"duration":0.84},{"start":21.2,"duration":0.4},{"start":22.36,"duration":2.96},{"start":25.36,"duration":0.68},{"start":26.28,"duration":3.88},{"start":30.6,"duration":5.08},{"start":41.34,"duration":3.6},{"start":47.38,"duration":0.84},{"start":49.9,"duration":3.32}][{"start":0.84,"duration":0.56},{"start":1.92,"duration":0.52},{"start":3.92,"duration":0.48},{"start":4.76,"duration":0.56},{"start":6.44,"duration":1.52},{"start":9.4,"duration":1.56},{"start":11.88,"duration":0.56},{"start":12.48,"duration":2.32},{"start":18.64,"duration":0.84},{"start":21.2,"duration":0.4},{"start":22.36,"duration":2.96},{"start":25.36,"duration":0.68},{"start":26.28,"duration":3.88},{"start":30.6,"duration":5.08},{"start":41.34,"duration":3.6},{"start":47.38,"duration":0.84},{"start":49.9,"duration":3.32}]

JSON string of records, format [{"start", "duration"}]

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

npx create-replicate --model=eaa/diarisation

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

const output = await replicate.run(
  "eaa/diarisation:9d7e095296b1e2e81f3f923a8a057946d32165cac2b2269611a398056f271b71",
  {
    input: {
      audio: "https://replicate.delivery/pbxt/K2w0v2lAkIdd96nYaESUJ7EAHQvQ51QhdAj8MJeNsxdmbM7p/sound_ac1_ar16K.wav",
      records: "[{\"start\":0.84,\"duration\":0.56},{\"start\":1.92,\"duration\":0.52},{\"start\":3.92,\"duration\":0.48},{\"start\":4.76,\"duration\":0.56},{\"start\":6.44,\"duration\":1.52},{\"start\":9.4,\"duration\":1.56},{\"start\":11.88,\"duration\":0.56},{\"start\":12.48,\"duration\":2.32},{\"start\":18.64,\"duration\":0.84},{\"start\":21.2,\"duration\":0.4},{\"start\":22.36,\"duration\":2.96},{\"start\":25.36,\"duration\":0.68},{\"start\":26.28,\"duration\":3.88},{\"start\":30.6,\"duration\":5.08},{\"start\":41.34,\"duration\":3.6},{\"start\":47.38,\"duration\":0.84},{\"start\":49.9,\"duration\":3.32}]"
    }
  }
);

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

output = replicate.run(
    "eaa/diarisation:9d7e095296b1e2e81f3f923a8a057946d32165cac2b2269611a398056f271b71",
    input={
        "audio": "https://replicate.delivery/pbxt/K2w0v2lAkIdd96nYaESUJ7EAHQvQ51QhdAj8MJeNsxdmbM7p/sound_ac1_ar16K.wav",
        "records": "[{\"start\":0.84,\"duration\":0.56},{\"start\":1.92,\"duration\":0.52},{\"start\":3.92,\"duration\":0.48},{\"start\":4.76,\"duration\":0.56},{\"start\":6.44,\"duration\":1.52},{\"start\":9.4,\"duration\":1.56},{\"start\":11.88,\"duration\":0.56},{\"start\":12.48,\"duration\":2.32},{\"start\":18.64,\"duration\":0.84},{\"start\":21.2,\"duration\":0.4},{\"start\":22.36,\"duration\":2.96},{\"start\":25.36,\"duration\":0.68},{\"start\":26.28,\"duration\":3.88},{\"start\":30.6,\"duration\":5.08},{\"start\":41.34,\"duration\":3.6},{\"start\":47.38,\"duration\":0.84},{\"start\":49.9,\"duration\":3.32}]"
    }
)
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 eaa/diarisation 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": "eaa/diarisation:9d7e095296b1e2e81f3f923a8a057946d32165cac2b2269611a398056f271b71",
    "input": {
      "audio": "https://replicate.delivery/pbxt/K2w0v2lAkIdd96nYaESUJ7EAHQvQ51QhdAj8MJeNsxdmbM7p/sound_ac1_ar16K.wav",
      "records": "[{\\"start\\":0.84,\\"duration\\":0.56},{\\"start\\":1.92,\\"duration\\":0.52},{\\"start\\":3.92,\\"duration\\":0.48},{\\"start\\":4.76,\\"duration\\":0.56},{\\"start\\":6.44,\\"duration\\":1.52},{\\"start\\":9.4,\\"duration\\":1.56},{\\"start\\":11.88,\\"duration\\":0.56},{\\"start\\":12.48,\\"duration\\":2.32},{\\"start\\":18.64,\\"duration\\":0.84},{\\"start\\":21.2,\\"duration\\":0.4},{\\"start\\":22.36,\\"duration\\":2.96},{\\"start\\":25.36,\\"duration\\":0.68},{\\"start\\":26.28,\\"duration\\":3.88},{\\"start\\":30.6,\\"duration\\":5.08},{\\"start\\":41.34,\\"duration\\":3.6},{\\"start\\":47.38,\\"duration\\":0.84},{\\"start\\":49.9,\\"duration\\":3.32}]"
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

[[0], [1, 2, 3, 4, 5, 13, 6, 7, 10, 11, 12, 14, 16], [8], [9], [15]]

Generated in

8.1 seconds

Tweak it Report

Run time and cost

This model runs on Nvidia T4 GPU hardware. We don't yet have enough runs of this model to provide performance information.

Readme

This model doesn't have a readme.