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Acoustic Scene Classification using Convolutional Neural Network

Project description

Acoustic Scene Classification

Development

Travis CI builds Coverall coverage report

Last release

PyPI Latest Version Python versions (PyPI) Updates

PyPI status

Distribution format (PyPI) Project status (PyPI) License (PyPI)

Acoustic Scene Auditory (ASC) using Convolutional Neural Network (CNN) is a project being part of the Machine Learning Nanodegreen program given by Udacity. For a description of the proposal, you can refer to its web version.

Dataset

The dataset can be downloaded on the Zenodo server.

Features

  • TODO

Credits

Project created by Matthieu Berjon and based on the work of Simone Battaglino, Ludovick Lepauloux and Nicholas Evans.

This package was created with Cookiecutter and the audreyr/cookiecutter-pypackage project template.

History

0.3.1 (2017-08-22)

Added

  • Issue #8: config file feature

  • Issue #11: Samplerate setting up through CLI

  • Issue #10: Spectrogram calculation

  • Issue #24: Add a ‘config’ subcommand to the CLI

  • Issue #25: Read a value from the config file

  • Issue #21: Script to verify the samplerate sanity of the database

  • Issue #30: Function to transform milliseconds to samples

Changed

  • Issue #23: Update of the documentation for the installation process

  • Issue #26: Update of the CLI subcommand ‘getdata’

  • Issue #32: Exception handling in config reading

Deprecated

Nothing.

Removed

Nothing.

Fixed

  • Issue #9: trailing slash on data path

  • Issue #13: Update of the config file parameters

  • Issue #15: Crash when setting up the samplerate

  • Issue #22: Update of the dependency list

  • Issue #25: Update of the config file

  • Update of docstrings

  • Update of the documentation

Security

  • Update of the Coveralls library from 1.1 to 1.2.0

0.2.3 (2017-08-07)

Added

  • Travis config file

  • pytest suite

  • CLI tests

  • issue #5: Package coverage for the development setup

  • issue #6: adding of a clear_zip() to clean the archive files

Changed

  • Python 3.3 testing removed

Deprecated

  • Nothing

Removed

  • Nothing

Fixed

  • Issue #4: invalid functools dependency

  • Issue #7: update of docstring unzip_data()

Security

  • Nothing

0.2.2 (2017-07-31)

Added

  • nothing

Changed

  • Updated of the ChangeLog (HISTORY.rst)

Deprecated

  • nothing

Removed

  • nothing

Fixed

  • nothing

Security

  • nothing

0.2.1 (2017-07-31)

Added

  • nothing

Changed

  • nothing

Deprecated

  • nothing

Removed

  • nothing

Fixed

  • unzip_data() url list issue

  • download of temporary files in the right directory

Security

  • nothing

0.2.0 (2017-07-31)

Added

  • Adding of a documentation (with docstrings)

  • CLI command to download and unzip data automatically

  • creation of a python package

  • configuration of Tox

  • download() method in data class

Changed

  • Use of RST instead of markdown for all the documentation

  • development packages are now in requirements_dev.txt

Deprecated

  • nothing

Removed

  • nothing

Fixed

  • source files satisfy PEP8

  • bug fix on getdata cli

Security

  • Update of all packages to their latest versions

0.1.0 (2017-07-25)

  • First release as a package.

Project details


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