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Falcon Speaker Diarization
Web Quick Start

Platforms

  • Chrome & Chromium-based browsers
  • Edge
  • Firefox
  • Safari

Requirements

  • Picovoice Account and AccessKey
  • Node.js 16+
  • npm

Picovoice Account & AccessKey

Signup or Login to Picovoice Console to get your AccessKey. Make sure to keep your AccessKey secret.

Quick Start

Setup

  1. Install Node.js.

  2. Install the Falcon Speaker Diarization Web package:

npm install @picovoice/falcon-web

Usage

Put the model file in the project's public directory or generate a base64 model using the built-in script:

npx pvbase64 -i ${FALCON_PARAMS_PATH} -o ${OUTPUT_FILE_PATH}

Create a FalconWorker instance using a base64 model or a model hosted in a public directory:

import { FalconWorker } from "@picovoice/falcon-web"
import falconParams from "${FALCON_PARAMS_BASE64_PATH}";
const falcon = await FalconWorker.create(
"${ACCESS_KEY}",
{
base64: falconParams,
// or
publicPath: "${MODEL_RELATIVE_PATH}"
}
);

Perform diarization (sample rate of 16 kHz, 16-bit linearly encoded and 1 channel):

function getAudioData(): Int16Array {
// get audio
return new Int16Array();
}
const { segments } = await falcon.process(getAudioData());

Release resources explicitly when done with Falcon Speaker Diarization:

await falcon.release()

Segments

Falcon Speaker Diarization returns an array of segments. Each segment has the following properties:

  • Start Time: Indicates when the segment started. Value is in seconds.
  • End Time: Indicates when the segment ended. Value is in seconds.
  • Speaker Tag: A non-negative integer identifying unique speakers.

Demo

For the Falcon Speaker Diarization Web SDK, there is a Web demo project available on the Falcon Speaker Diarization GitHub repository.

Setup

Clone the Falcon Speaker Diarization repository from GitHub:

git clone --recurse-submodules https://github.com/Picovoice/falcon.git

Usage

  1. Install dependencies and run:
cd falcon/demo/web
npm install
npm run start
  1. Open http://localhost:5000 to view it in the browser.

Resources

Package

  • @picovoice/falcon-web on the npm registry

API

  • @picovoice/falcon-web API Docs

GitHub

  • Falcon Speaker Diarization Web SDK on GitHub
  • Falcon Speaker Diarization Web Demo on GitHub

Benchmark

  • Speaker Diarization Benchmark

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