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auditok

An audio/acoustic activity detection and audio segmentation tool

awesome-cheatsheets

📚 Awesome cheatsheets for popular programming languages, frameworks and development tools. They include everything you should know in one single file.

blogs

Repository for content, code and other related materials for the blogs

cky-parser

vanilla implementation of Cocke–Kasami-Younger parser

compound-split-de

German compound word morphological splitting. Reproducing results from Koehn and Knight (2003)

convert-cnf-grammar

convert context free grammar in NLTK format to chomsky normal form

deadline

Join a faction to fight deadlines and the dead!

decision-tree-classifier

build a decision tree classifier with max depth and minimum information gain passed in as early stop criteria

free-spoken-digit-dataset

A free audio dataset of spoken digits. Think MNIST for audio.

gans

Generative Adversarial Networks implemented in PyTorch and Tensorflow

hackore

Hack it till you make it. A static site with notes on data science, python, NLTK.

hmm-pos-tagger

Implementing an English POS tagger using HMM and Viterbi

icefall

knn-classifier

Implementation of a kNN classifier with two different distance metric options: Euclidean distance and Cosine distance

language-model-en

Build a language model for English from ngrams

lhotse

Tools for handling speech data in machine learning projects.

machine_feeling

An Emoji-ful introduction to computer vision and machine learning.

markdown-here

Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

mining-the-social-web-2nd-edition

The official online compendium for Mining the Social Web, 2nd Edition (O'Reilly, 2013)

morphological-segmentation

Reproduce morphological segmentation inside-out results from Cotterell et al. (2016), and a frequency based metric using the monolingual German corpus in described in Koehn and Knight (2003).

movie-title-translations

Scrape movie title's different madarin translations in Taiwan, China and Hong Kong

naive-bayes-classifier

Implementation of a multi-variate Bernoulli Naive Bayes model and a multi-nominal Naive Bayes model for classification

ngram-hmm

Build a Hidden Markov Model from different ngrams and interpolation smoothing

open-pixel-art

A collaborative pixel art project to teach people how to contribute to open-source

pcky-parser

implementation of improved probabilistic Cocke-Kasami-Younger parser and grammar induction script with parent annotation optimisation

sbd-en

Vanilla sentence boundary detection using regex and an exception list. Evaluation with f1 score

scrape-fb-twnews

scrape data from facebook news pages without using graph api

shaynemei.github.io

sherpa

Speech-to-text server framework with next-gen Kaldi

software-product-sprint

Google SPS 2020 Portfolio