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skmad-suite
tff2020
Commits
29c27628
Commit
29c27628
authored
5 years ago
by
valentin.emiya
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# TFF2020 - Time-Frequency Fading
Code and data to reproduce experiments from paper
*Time-frequency fading algorithms based on Gabor multipliers*
by A. Marina Krémé, Valentin Emiya, Caroline Chaux and Bruno Torré́sani, 2020.
The sound material is available in folder 'data'.
The code is available in folders 'matlab' and 'python'. The main experiments
are available in both programming languages. Some code is only available in
one language.
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@@ -3,8 +3,9 @@ tffpy
tffpy: a Python package for time-frequency fading using Gabor multipliers
TODO: insert a general description here
See paper
*Time-frequency fading algorithms based on Gabor multipliers*
by A. Marina Krémé, Valentin Emiya, Caroline Chaux and Bruno Torré́sani, 2020.
Install
-------
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Overview
========
:mod:`tffpy`: time-frequency fading problem and solvers using Gabor
multipliers, based on works by M. Kreme, V. Emiya, C. Chaux and B. Torrésani
in 2020.
The package :mod:`tffpy` includes:
* TO
* BE
* COMPLETED
:py:mod:`tffpy`: time-frequency fading problem and solvers using Gabor
multipliers, based paper
*Time-frequency fading algorithms based on Gabor multipliers*
by M. Kreme, V. Emiya, C. Chaux and B. Torrésani in 2020.
The package :py:mod:`tffpy` includes in particular:
* class :py:class:`tffpy.tf_fading.GabMulTff` that implements the proposed
solver for reconstructing a source from a mixture and a time-frequency
binary mask.
* class :py:class:`tffpy.experiments.exp_solve_tff.SolveTffExperiment` to
conduct the main experiment on mixtures of real sounds, with time-frequency
masks generated automatically, using the proposed solutions and baseline
solvers. Script `tffpy.scripts.script_exp_solve_tff` provide example of
code to handle the experiment (configuring, running on a computer grid or a
single computer, display results).
Similar and complementary code is available in Matlab.
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:Release: |release|
:Date: |today|
tffpy\.
base
module
------------------
tffpy\.
create_subregions
module
------------------
-------------
.. automodule:: tffpy.base
.. automodule:: tffpy.create_subregions
:members:
:undoc-members:
:show-inheritance:
tffpy\.datasets module
----------------------
.. automodule:: tffpy.datasets
:members:
:undoc-members:
:show-inheritance:
tffpy\.interpolation_solver module
----------------------------------
.. automodule:: tffpy.interpolation_solver
:members:
:undoc-members:
:show-inheritance:
tffpy\.tf_fading module
-----------------------
.. automodule:: tffpy.tf_fading
:members:
:undoc-members:
:show-inheritance:
tffpy\.tf_tools module
----------------------
.. automodule:: tffpy.tf_tools
:members:
:undoc-members:
:show-inheritance:
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:members:
:undoc-members:
:show-inheritance:
tffpy\.experiments\.exp_solve_tff module
----------------------------------------
.. automodule:: tffpy.experiments.exp_solve_tff
:members:
:undoc-members:
:show-inheritance:
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