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
DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

Project DeepSpeech DeepSpeech is an open-source Speech-To-Text engine, using a model trained by machine learning techniques based on Baidu's Deep Spee

Mozilla 20.8k Jan 03, 2023
Algorithmic Multi-Instrumental MIDI Continuation Implementation

Matchmaker Algorithmic Multi-Instrumental MIDI Continuation Implementation Taming large-scale MIDI datasets with algorithms This is a WIP so please ch

Alex 2 Mar 11, 2022
Muzic: Music Understanding and Generation with Artificial Intelligence

Muzic is a research project on AI music that empowers music understanding and generation with deep learning and artificial intelligence.

Microsoft 2.6k Dec 30, 2022
A simple python script to play bell sound in your system infinitely, just for fun and experimental purposes

A simple python script to play bell sound in your system infinitely, just for fun and experimental purposes

نافع الهلالي 1 Oct 29, 2021
Marsyas - Music Analysis, Retrieval and Synthesis for Audio Signals

Welcome to MARSYAS. MARSYAS is a software framework for rapid prototyping of audio applications, with flexibility and extensibility as primary concer

Marsyas Developers Group 364 Oct 31, 2022
Tune in is a Collaborative Music Playing Systems where multiple guests can join a room and enjoy the song being played

✨A collaborative music playing systems🎶 where multiple guests can join a room ➡🚪 and enjoy the song🎧 being played.

Vedansh Vijaywargiya 8 Nov 05, 2022
Just-Music - Spotify API Driven Music Web app, that allows to listen and control and share songs

Just Music... Just Music Is A Web APP That Allows Users To Play Song Using Spoti

Ayush Mishra 3 May 01, 2022
digital audio workstation, instrument and effect plugins, wave editor

digital audio workstation, instrument and effect plugins, wave editor

306 Jan 05, 2023
Official implementation of A cappella: Audio-visual Singing VoiceSeparation, from BMVC21

Y-Net Official implementation of A cappella: Audio-visual Singing VoiceSeparation, British Machine Vision Conference 2021 Project page: ipcv.github.io

Juan F. Montesinos 12 Oct 22, 2022
Sparse Beta-Divergence Tensor Factorization Library

NTFLib Sparse Beta-Divergence Tensor Factorization Library Based off of this beta-NTF project this library is specially-built to handle tensors where

Stitch Fix Technology 46 Jan 08, 2022
Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding

⚠️ Checkout develop branch to see what is coming in pyannote.audio 2.0: a much smaller and cleaner codebase Python-first API (the good old pyannote-au

pyannote 2.1k Dec 31, 2022
🎵 A music bot for discord servers!

music bot A music bot for Discord Servers Features Play songs in your discord server Get the lyrics without going on a web explorer Commands Command P

1 Jul 25, 2022
convert-to-opus-cli is a Python CLI program for converting audio files to opus audio format.

convert-to-opus-cli convert-to-opus-cli is a Python CLI program for converting audio files to opus audio format. Installation Must have installed ffmp

4 Dec 21, 2022
Automatically move or copy files based on metadata associated with the files. For example, file your photos based on EXIF metadata or use MP3 tags to file your music files.

Automatically move or copy files based on metadata associated with the files. For example, file your photos based on EXIF metadata or use MP3 tags to file your music files.

Rhet Turnbull 14 Nov 02, 2022
:sound: Play and Record Sound with Python :snake:

Play and Record Sound with Python This Python module provides bindings for the PortAudio library and a few convenience functions to play and record Nu

spatialaudio.net 750 Dec 31, 2022
Voicefixer aims at the restoration of human speech regardless how serious its degraded.

Voicefixer aims at the restoration of human speech regardless how serious its degraded.

Leo 324 Dec 26, 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
Terminal-based audio-to-text converter

att Terminal-based audio-to-text converter Project description A terminal-based audio-to-text converter written in python, enabling you to convert .wa

Sven Eschlbeck 4 Dec 15, 2022
python script for getting mp3 files from yaoutube playlist

mp3-from-youtube-playlist python script for getting mp3 files from youtube playlist. Do your non-tech brown relatives ask you for downloading music fr

Shuhan Mirza 7 Oct 19, 2022
Expressive Digital Signal Processing (DSP) package for Python

AudioLazy Development Last release PyPI status Real-Time Expressive Digital Signal Processing (DSP) Package for Python! Laziness and object representa

Danilo de Jesus da Silva Bellini 642 Dec 26, 2022