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Acoustic Scene Classification using Convolutional Neural Network

Project Description

Acoustic Scene Classification

Development
Last release
PyPI status

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.
Release History

Release History

This version
History Node

0.3.1

Download Files

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File Name & Checksum SHA256 Checksum Help Version File Type Upload Date
asc-0.3.1-py2.py3-none-any.whl (11.8 kB) Copy SHA256 Checksum SHA256 py2.py3 Wheel Aug 23, 2017

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