Skip to main content

Cobra voice activity detection (VAD) engine

Project description

Cobra Voice Activity Detection Engine

Made in Vancouver, Canada by Picovoice

Cobra is a highly accurate and lightweight voice activity detection (VAD) engine.

Compatibility

  • Python 3.5+
  • Runs on Linux (x86_64), macOS (x86_64), Windows (x86_64), Raspberry Pi, NVIDIA Jetson (Nano), and BeagleBone.

Installation

pip3 install pvcobra

AccessKey

Cobra requires a valid Picovoice AccessKey at initialization. AccessKey acts as your credentials when using Cobra SDKs. You can get your AccessKey for free. Make sure to keep your AccessKey secret. Signup or Login to Picovoice Console to get your AccessKey.

Usage

Create an instance of the engine

import pvcobra

handle = pvcobra.create(access_key=${AccessKey})

Replace ${AccessKey} with your AccessKey obtained from Picovoice Console. handle is an instance of Cobra.

When initialized, the valid sample rate is given by handle.sample_rate. Expected frame length (number of audio samples in an input array) is handle.frame_length. The engine accepts 16-bit linearly-encoded PCM and operates on single-channel audio.

def get_next_audio_frame():
    pass

while True:
    voice_probability = handle.process(get_next_audio_frame())

When done, resources have to be released explicitly:

handle.delete()

Demos

pvcobrademo provides command-line utilities for processing real-time audio (i.e. microphone) and files using Cobra.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

pvcobra-1.2.2.tar.gz (1.8 MB view details)

Uploaded Source

Built Distribution

pvcobra-1.2.2-py3-none-any.whl (1.8 MB view details)

Uploaded Python 3

File details

Details for the file pvcobra-1.2.2.tar.gz.

File metadata

  • Download URL: pvcobra-1.2.2.tar.gz
  • Upload date:
  • Size: 1.8 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.10.6

File hashes

Hashes for pvcobra-1.2.2.tar.gz
Algorithm Hash digest
SHA256 b3a10b31984bf15d2bc46f1ac1e1222b52812034786b679e1ba8de63ffba21ad
MD5 faf98a709abaf400c28ecc10119383d1
BLAKE2b-256 e5c56a44a2254bb6cf1c4967b418d8f765d80f5003ebb602d83e92f73412623f

See more details on using hashes here.

File details

Details for the file pvcobra-1.2.2-py3-none-any.whl.

File metadata

  • Download URL: pvcobra-1.2.2-py3-none-any.whl
  • Upload date:
  • Size: 1.8 MB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.10.6

File hashes

Hashes for pvcobra-1.2.2-py3-none-any.whl
Algorithm Hash digest
SHA256 732bbfd026850739e6c4374bb61ee7beb2cde9948e181d29f100a457476fa94d
MD5 eca2704168384898a737e7d9213a2a33
BLAKE2b-256 e8f6149ffa777ecea34a899060ebe881b45e80e61cd4876269c7f909aa6b6546

See more details on using hashes here.

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page