Guide & Examples to create deeplearning gstreamer plugins and use them in your pipeline

Overview

upai.io

upai-gst-dl-plugins

Guide & Examples to create deeplearning gstreamer plugins and use them in your pipeline

Introduction

Thanks to the work done by @jackersson. In this repository we have taken inspirations from:

  1. gstreamer-python
  2. gst-plugins-tf

Installation

We have currently tested our code on Ubuntu 18.04. You can also refer to the official installation document for your linux flavor.

Packages Required

sudo apt install cmake m4 git build-essential

sudo apt install libssl-dev libcurl4-openssl-dev liblog4cplus-dev

Gstreamer Installation

sudo apt-get install libgstreamer1.0-0 gstreamer1.0-plugins-base gstreamer1.0-plugins-good gstreamer1.0-plugins-bad gstreamer1.0-plugins-ugly gstreamer1.0-libav gstreamer1.0-doc gstreamer1.0-tools gstreamer1.0-libav python3-gst-1.0

Gstreamer Python Binding Installation

Please follow the script provided by @jackersson for installation of gstreamer binding.

In case of any issue discovering python plugins. You can follow the following debugging steps

Owner
UPAI.IO
AI For ALL
UPAI.IO
spafe: Simplified Python Audio-Features Extraction

spafe aims to simplify features extractions from mono audio files. The library can extract of the following features: BFCC, LFCC, LPC, LPCC, MFCC, IMFCC, MSRCC, NGCC, PNCC, PSRCC, PLP, RPLP, Frequenc

Ayoub Malek 310 Jan 01, 2023
GNU Radio – the Free and Open Software Radio Ecosystem

GNU Radio is a free & open-source software development toolkit that provides signal processing blocks to implement software radios. It can be used wit

GNU Radio 4.1k Jan 06, 2023
Synchronize a local directory of songs' (MP3, MP4) metadata (genre, ratings) and playlists with a Plex server.

PlexMusicSync Synchronize a local directory of songs' (MP3, MP4) metadata (genre, ratings) and playlists (m3u, m3u8) with a Plex server. The song file

Tom Goetz 9 Jul 07, 2022
SU Music Player — The first open-source PyTgCalls based Pyrogram bot to play music in voice chats

SU Music Player — The first open-source PyTgCalls based Pyrogram bot to play music in voice chats Note Neither this, or PyTgCalls are fully

SU Projects 58 Jan 02, 2023
TwitterMusicBot - A Twitter bot with Spotify integration.

A Twitter Music Bot 🤖 🎵 🎶 I created this project to learn more about APIs, so it only works for student purposes. Initially, delving into the Spoti

Gustavo Oliveira 2 Jan 02, 2022
A Python wrapper around the Soundcloud API

soundcloud-python A friendly wrapper around the Soundcloud API. Installation To install soundcloud-python, simply: pip install soundcloud Or if you'r

SoundCloud 84 Dec 31, 2022
Code for paper 'Audio-Driven Emotional Video Portraits'.

Audio-Driven Emotional Video Portraits [CVPR2021] Xinya Ji, Zhou Hang, Kaisiyuan Wang, Wayne Wu, Chen Change Loy, Xun Cao, Feng Xu [Project] [Paper] G

197 Dec 31, 2022
Minimal command-line music player written in Python

pyms Minimal command-line music player written in Python. Designed with elegance and minimalism. Resizes dynamically with your terminal. Dependencies

12 Sep 23, 2022
Gammatone-based spectrograms, using gammatone filterbanks or Fourier transform weightings.

Gammatone Filterbank Toolkit Utilities for analysing sound using perceptual models of human hearing. Jason Heeris, 2013 Summary This is a port of Malc

Jason Heeris 188 Dec 14, 2022
Telegram Bot to play music in VoiceChat with Channel Support and autostarts Radio.

VCPlayerBot Telegram bot to stream videos in telegram voicechat for both groups and channels. Supports live streams, YouTube videos and telegram media

Abdisamad Omar Mohamed 1 Oct 15, 2021
pedalboard is a Python library for adding effects to audio.

pedalboard is a Python library for adding effects to audio. It supports a number of common audio effects out of the box, and also allows the use of VST3® and Audio Unit plugin formats for third-party

Spotify 3.9k Jan 02, 2023
An 8D music player made to enjoy Halloween this year!🤘

HAPPY HALLOWEEN buddy! Split Player Hello There! Welcome to SplitPlayer... Supposed To Be A 8DPlayer.... You Decide.... It can play the ordinary audio

Akshat Kumar Singh 1 Nov 04, 2021
a library for audio and music analysis

aubio aubio is a library to label music and sounds. It listens to audio signals and attempts to detect events. For instance, when a drum is hit, at wh

aubio 2.9k Dec 30, 2022
Omniscient Mozart, being able to transcribe everything in the music, including vocal, drum, chord, beat, instruments, and more.

OMNIZART Omnizart is a Python library that aims for democratizing automatic music transcription. Given polyphonic music, it is able to transcribe pitc

MCTLab 1.3k Jan 08, 2023
Sound-Equalizer- This is a Sound Equalizer GUI App Using Python's PyQt5

Sound-Equalizer- This is a Sound Equalizer GUI App Using Python's PyQt5. It gives you the ability to play, pause, and Equalize any one-channel wav audio file and play 3 different instruments.

Mustafa Megahed 1 Jan 10, 2022
🎵 Python sound notifications made easy

chime Python sound notifications made easy. Table of contents Table of contents Motivation Installation Basic usage Theming IPython/Jupyter magic Exce

Max Halford 231 Jan 09, 2023
Voice package for Pycord adding extra features.

VoiceIO Voice package for Pycord adding extra features. Example Down bellow is an example of what you can currently do. import voiceio process = voic

pycord 1 Dec 24, 2021
This bot can stream audio or video files and urls in telegram voice chats

Voice Chat Streamer This bot can stream audio or video files and urls in telegram voice chats :) 🎯 Follow me and star this repo for more telegram bot

WiskeyWorm 4 Oct 09, 2022
Spotify Song Recommendation Program

Spotify-Song-Recommendation-Program Made by Esra Nur Özüm Written in Python The aim of this project was to build a recommendation system that recommen

esra nur özüm 1 Jun 30, 2022
Audio2midi - Automatic Audio-to-symbolic Arrangement

Automatic Audio-to-symbolic Arrangement This is the repository of the project "Audio-to-symbolic Arrangement via Cross-modal Music Representation Lear

Ziyu Wang 24 Dec 05, 2022