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Maksym Nechepurenko's Projects

algorithms icon algorithms

Minimal examples of data structures and algorithms in Python

asr-scripts icon asr-scripts

Lots of miscellaneous scripts to work with Sphinx ASR files and other projects in belambert.

aubio icon aubio

a library for audio labeling: pitch, onset, tempo tracking, and more

audiomlproject1 icon audiomlproject1

Voice Activity Detection: In this first assignment, we will create a dataset that simulates speech in every-day scenarios. We train a classifier on this dataset for distinguishing voiced from non-voiced sections, a task called voice activity detection, VAD for short. This, of course, requires a ground truth in terms of VAD annotations.

audiomlproject2 icon audiomlproject2

Speaker Detection: We have one target speaker whom we want to detect. The set of impostors is open, i.e., we have no prior information on the test speakers. An important part of the speaker detection pipeline is voice activity detection to filter out segments of the signal that do not contain speech.

audiomlproject3 icon audiomlproject3

Emotion recognition of Speaker's Speech Data. Employ speaker detection classifiers for emotion recognition, a multiclass classification problem. Emotion Classes: Happy, Sad, Neutral, Relaxed and Angry

automanner icon automanner

Analysis of Human Behavior During Public Speaking

awesome-python icon awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

behaving icon behaving

Behavior-Driver-Development for multi-user web/email/sms applications

bigdata-playground icon bigdata-playground

A complete example of a big data application using : Kubernetes, Apache Spark SQL/Streaming/MLib, Apache Flink, Kafka Streams, Apache Beam, Scala, Python, Apache Kafka, Apache Hbase, Apache Parquet, Apache Avro, Apache Storm, Twitter Api, MongoDB, NodeJS, Angular, GraphQL

chatterbot icon chatterbot

ChatterBot is a machine learning, conversational dialog engine.

clickhouse icon clickhouse

ClickHouse is a free analytic DBMS for big data.

cmusphinx icon cmusphinx

A git clone of the CMU Sphinx svn repository

cookiecutter-flask icon cookiecutter-flask

A flask template with Bootstrap 3, asset bundling+minification, starter templates, and registration/authentication. For use with cookiecutter.

crab icon crab

Crab is a flexible, fast recommender engine for Python that integrates classic information filtering recommendation algorithms in the world of scientific Python packages (python, numpy, scipy, matplotlib)

cucco icon cucco

Python library for text normalization

dash icon dash

Flask, JS, and CSS boilerplate for interactive, web-based visualization apps in Python

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