Text-to-Speech

Towards Fast, Controllable and Lightweight Text-to-Speech synthesis

FCL-Taco2 Block diagram of FCL-taco2, where the decoder generates mel-spectrograms in AR mode within each phoneme and is shared for all phonemes. Training and inference scripts for FCL-taco2 Environment python 3.6.10 torch 1.3.1 chainer 6.0.0 espnet 8.0.0 apex 0.1 numpy 1.19.1 kaldiio 2.15.1 librosa 0.8.0 Training and inference: Step1. Data preparation & preprocessing Download LJSpeech Unpack downloaded LJSpeech-1.1.tar.bz2 to /xx/LJSpeech-1.1 Obtain the forced alignment information by using Montreal forced aligner tool. Or you can download our alignment results, then unpack […]

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Python

Defining and Calling Python Functions

A function is a self-contained block of code that encapsulates a specific task or related group of tasks. This course will show you how to define your own Python function. You’ll learn when to divide your program into separate user-defined functions and what tools you’ll need to do this. You’ll also learn the various ways to pass data into a function when calling it, which allows for different behavior from one invocation to the next. In this course, you’ll learn: […]

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Web Crawling & Web Scraping

Console application for downloading images from Reddit in Python

RedditImageScraper Console application for downloading images from Reddit in Python This short Python script was created for the mass-downloading of images from Reddit. It will be used later for creating data-sets for several Machine Learning projects. In order to use the script, you will have to have a Reddit account sign-up to create a developer account. You will be assigned a client_id and client_secret which you have to enter in config.ini before you run the script. Usage The -r parameter […]

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Music player

A simple music browser for the Music Player Daemon

mpdevil Mpdevil is a simple music browser for the Music Player Daemon (MPD) which is focused on playing local music without the need of managing playlists. Instead of maintaining a client side database of your music library mpdevil loads all tags and covers on demand. So you’ll never see any outdated information in the browser. Mpdevil strongly relies on tags. Features display large coversplay songs without doubleclicklyrics from www.letras.mus.brMPRIS interface (based on mpDris2)notifications on title changebasic queue manipulation (move and […]

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Command-line Tools

A simple command-line tracert implementation in Python 3 using ICMP packets

Traceroute A simple command-line tracert implementation in Python 3 using ICMP packets Details Traceroute is a networking tool designed for tracing the movement of packets across a network. In this Python 3 implementation, ICMP ‘ping’ packets are used, much like the Windows tracert.exe program (and unlike Unix tracert which typically uses UDP packets). The application sends a sequence of ICMP packets to the host, initially with the Time-To-Live field set to 1. As the packet travels across the network to […]

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Games

A simple hangman game created in Python

A simple hangman game created in Python. Starting the Game To run the game, use the following command in the terminal of the project after cloning the repository:python hangman.py The following window will appear after running the command. Playing the Game As with normal hangman games, the player start with a secret, hidden word, denoted by the blank spaces at the bottom left of the screen (in red). The player can guess letters in the word using the text box […]

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Optimization

Jupyter-friendly Python interface for C++ MINUIT2

iminuit iminuit is a Jupyter-friendly Python interface for the Minuit2 C++ library maintained by CERN’s ROOT team. It can be used as a general robust function minimisation method, but is most commonly used for likelihood fits of models to data, and to get model parameter error estimates from likelihood profile analysis. In a nutshell from iminuit import Minuit def fcn(x, y, z): return (x – 2) ** 2 + (y – 3) ** 2 + (z – 4) ** 2 […]

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Machine Learning

A Python library with a set of bells and whistles for PyTorch

A pytorch-toolbelt is a Python library with a set of bells and whistles for PyTorch for fast R&D prototyping and Kaggle farming: What’s inside Easy model building using flexible encoder-decoder architecture. Modules: CoordConv, SCSE, Hypercolumn, Depthwise separable convolution and more. GPU-friendly test-time augmentation TTA for segmentation and classification GPU-friendly inference on huge (5000×5000) images Every-day common routines (fix/restore random seed, filesystem utils, metrics) Losses: BinaryFocalLoss, Focal, ReducedFocal, Lovasz, Jaccard and Dice losses, Wing Loss and more. Extras for Catalyst library […]

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App

A Free RGB lighting management front-end application for GNU/Linux

polychromatic An open source RGB lighting management front-end application to customise OpenRazer peripherals on GNU/Linux. Soon to be vendor agnostic! Polychromatic is a vendor agnostic front-end for managing lighting, RGB effects and some special functionality for keyboards, mice, keypads and just about any other gaming peripheral on your GNU/Linux system. The software aims to make it easy to create and co-ordinate lighting effects that work across all compatible hardware, even if you switch to another brand also supported by Polychromatic. […]

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Math

Rapid fuzzy string matching in Python using various string metrics

RapidFuzz RapidFuzz is a fast string matching library for Python and C++, which is using the string similarity calculations from FuzzyWuzzy. However there are two aspects that set RapidFuzz apart from FuzzyWuzzy: It is MIT licensed so it can be used whichever License you might want to choose for your project, while you’re forced to adopt the GPL license when using FuzzyWuzzy It is mostly written in C++ and on top of this comes with a lot of Algorithmic improvements […]

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