somnus | Somnus offers easy keyword detection for everyone | Runtime Evironment library

by Skuldur Python Version: 0.2.2 License: MIT

X-Ray Key Features Code Snippets(3)Community Discussions(2)Vulnerabilities Install Support

kandi X-RAY | somnus Summary

somnus is a Python library typically used in Telecommunications, Media, Media, Entertainment, Server, Runtime Evironment, Nodejs applications. somnus has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can install using 'pip install somnus' or download it from GitHub, PyPI.

Somnus offers easy keyword detection for everyone. It allows you to listen for and detect a specific keyword in a continuous stream of audio data. It uses keyword detection models developed by Google and Baidu to detect instances of the keyword and by using these small-footprint models Somnus keeps memory usage and latency to a minimum.

Support

Quality

Security

License

Reuse

Support

somnus has a low active ecosystem.

It has 5 star(s) with 1 fork(s). There are 1 watchers for this library.

It had no major release in the last 12 months.

somnus has no issues reported. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of somnus is 0.2.2

Quality

somnus has no bugs reported.

Security

somnus has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

License

somnus is licensed under the MIT License. This license is Permissive.

Permissive licenses have the least restrictions, and you can use them in most projects.

Reuse

somnus releases are available to install and integrate.

Deployable package is available in PyPI.

Build file is available. You can build the component from source.

Installation instructions, examples and code snippets are available.

Top functions reviewed by kandi - BETA

kandi has reviewed somnus and discovered the below as its top functions. This is intended to give you an instant insight into somnus implemented functionality, and help decide if they suit your requirements.

Augment audio
Create a negative example
Create a positive example
Match the target dBFS to the target dB
Preprocess the audio data
Create a dataset
Normalize an audio time series
Quantize a saved model
Load the model
Test for accuracy
Predict the input
Train the Somnus model
Create a CNN model
Compile the model
Save the model
Listen for audio
Calculate the prediction
Get an audio stream
Setup the stream
Detects a keyword in the audio stream

Get all kandi verified functions for this library.

somnus Key Features

No Key Features are available at this moment for somnus.

somnus Examples and Code Snippets

Somnus,Quickstart

Python

Lines of Code : 9

License : Permissive (MIT)

Copy

from somnus.somnus import Somnus

s = Somnus(model='./saved_model.h5', device_index=1)
activated = s.listen()

if activated:
	print('You did it!')
else:
	print('Something went wrong!')

Somnus,Getting started,Prerequisites

Python

Lines of Code : 1

License : Permissive (MIT)

Copy

sudo apt-get install portaudio19-dev python-pyaudio python3-pyaudio

Somnus,Getting started,Installation

Python

Lines of Code : 1

License : Permissive (MIT)

Copy

pip install somnus

Community Discussions

Trending Discussions on somnus

How can I access the text input fields when using express-fileupload from react

Puppeteer never completely loads the page

QUESTION

How can I access the text input fields when using express-fileupload from react

Asked 2021-Mar-13 at 01:03

Front end

File input:

...

ANSWER

Answered 2021-Mar-13 at 01:03

I found out that the problem I had was on the axios post,

Source https://stackoverflow.com/questions/66558244

QUESTION

Puppeteer never completely loads the page

Asked 2021-Feb-12 at 21:33

I've been trying to use Puppeteer to scrape a website, but when I try to obtain the screenshot it never loads it either goes to a TimeoutError or just never finishes.

...

ANSWER

Answered 2021-Feb-12 at 21:27

There appears to be an unnecessary waitForNavigation call here. Since you already waited until page load, waiting for another navigation that never occurs is going to cause a timeout. Re-add the commented-out line below to reproduce your problem.

Source https://stackoverflow.com/questions/66177812

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install somnus

Use the package manager pip to install the Somnus package and the CLI.
Somnus makes it simple to go from raw audio recordings to a working keyword detection model. To get started create a few recordings of yourself saying the keyword and download the datasets in the Recommended datasets section. Move the files to the raw audio directory you specify by running somnus configure. Now that you have your raw audio files set up, you can use our default configurations to create a highly effective keyword detection model. Now that you have a trained model you can use the Somnus client to detect a keyword using your microphone. First run somnus list_microphones to find the device index of your microphone. Then run the following test script using your microphone's device index and verify that the keyword detection is working.
Run somnus augment_audio to augment the audio files with background noise and create your audio dataset
Run somnus preprocess to normalize the data stored in the augmented audio files and create a dataset that's been prepared for our keyword detection models
Run somnus train --epochs 10 to train a keyword detection model using the dataset you just created. The resulting model will be saved to saved_model.h5 in your current working directory.
Run somnus test to test the accuracy of the model you just trained using a test dataset that was generated by the preprocess command.