### Run madmom tests

Source: https://github.com/cpjku/madmom/blob/main/docs/installation.rst

Executes the tests included with the madmom package using the setup script.

```bash
python setup.py pytest
```

--------------------------------

### Install madmom from PyPI using pip

Source: https://github.com/cpjku/madmom/blob/main/docs/installation.rst

Installs the madmom package and its dependencies from the Python Package Index (PyPI) using pip. The `--user` flag installs it locally for the current user.

```bash
pip install madmom
```

```bash
pip install --user madmom
```

--------------------------------

### Install madmom from source in development mode

Source: https://github.com/cpjku/madmom/blob/main/docs/installation.rst

Installs the madmom package in development mode from its source code. This allows for direct modifications and testing of the library. The `--user` flag installs it locally.

```bash
python setup.py develop --user
```

--------------------------------

### Run madmom Tests

Source: https://github.com/cpjku/madmom/wiki/Install-on-Windows

Executes the test suite for the madmom installation to verify its correct setup and functionality on Windows.

```bash
python setup.py test
```

--------------------------------

### Install madmom from Source

Source: https://github.com/cpjku/madmom/wiki/Install-on-Windows

Clones the madmom repository and installs it using the setup.py script. This method is required for Windows installations as precompiled packages are not yet available.

```bash
git clone --recursive --depth 1 https://github.com/CPJKU/madmom.git
cd madmom
python setup.py install
```

--------------------------------

### Update madmom source code and submodules

Source: https://github.com/cpjku/madmom/blob/main/docs/installation.rst

Fetches the latest changes from the madmom Git repository and updates any Git submodules, ensuring all components are up-to-date.

```bash
git pull
git submodule update
```

--------------------------------

### Upgrade madmom package via pip

Source: https://github.com/cpjku/madmom/blob/main/docs/installation.rst

Upgrades an existing madmom installation to the latest version available on PyPI using pip. The `--user` flag applies the upgrade locally.

```bash
pip install --upgrade madmom [--user]
```

--------------------------------

### Clone madmom Git repository and update submodules

Source: https://github.com/cpjku/madmom/blob/main/docs/installation.rst

Clones the madmom Git repository, including its submodules which contain pre-trained model data. The `--recursive` flag ensures submodules are initialized and updated.

```bash
git clone --recursive https://github.com/CPJKU/madmom.git
```

```bash
git clone  https://github.com/CPJKU/madmom.git
cd madmom
git submodule update --init --remote
```

--------------------------------

### Uninstall and reinstall madmom package

Source: https://github.com/cpjku/madmom/blob/main/docs/installation.rst

Removes the current madmom installation and then reinstalls it, useful for updating models or resolving issues.

```bash
pip uninstall madmom
pip install madmom [--user]
```

--------------------------------

### Recompile madmom Cython modules

Source: https://github.com/cpjku/madmom/blob/main/docs/installation.rst

Recompiles the Cython extensions for madmom, necessary when changes are made to .pyx or .pxd files to integrate them into the Python package.

```bash
python setup.py build_ext --inplace
```

--------------------------------

### Add script directory to PATH

Source: https://github.com/cpjku/madmom/blob/main/docs/installation.rst

Appends a directory containing installed scripts to the system's PATH environment variable, allowing executables to be run from any location.

```bash
export PATH='path/to/scripts':$PATH
```

--------------------------------

### Configure Conda for Installation

Source: https://github.com/cpjku/madmom/wiki/Install-on-Windows

Configures conda to always accept prompts and updates it to the latest version. It also adds the PyPI channel for package installation.

```bash
conda config --set always_yes yes --set changeps1 no
conda update -q conda
conda config --add channels pypi
conda install pip cython numpy scipy nose
```

--------------------------------

### Build madmom Documentation Locally

Source: https://github.com/cpjku/madmom/blob/main/docs/development.rst

Commands to build the project's documentation locally using Sphinx. This allows developers to preview documentation changes before committing them. Ensure you are in the 'docs' directory and use 'make html' to build, or 'make clean html' to force a rebuild.

```shell
cd docs
make html
```

```shell
make clean html
```

--------------------------------

### Clone madmom repository and install from source

Source: https://github.com/cpjku/madmom/blob/main/README.rst

Clones the madmom Git repository, including its submodules (which contain pre-trained model/data files), and installs the package in development mode. This method is suitable for developers who plan to modify the package's code.

```bash
git clone --recursive https://github.com/CPJKU/madmom.git
```

```bash
git clone https://github.com/CPJKU/madmom.git
cd madmom
git submodule update --init --remote
```

```bash
python setup.py develop --user
```

--------------------------------

### Set locale for UTF-8 decoding on installation

Source: https://github.com/cpjku/madmom/wiki/FAQ

This command sets the LC_ALL environment variable to 'en_US.UTF-8'. This is a common solution for 'UnicodeDecodeError' during installation on systems with incompatible locale settings.

```bash
export LC_ALL=en_US.UTF-8
```

--------------------------------

### Madmom Library Basic Usage

Source: https://github.com/cpjku/madmom/blob/main/docs/usage.rst

Basic Python import statements to use the madmom library. This is the starting point for integrating madmom's functionality into custom scripts.

```python
import madmom
import numpy as np
```

--------------------------------

### Madmom Help Commands

Source: https://github.com/cpjku/madmom/blob/main/docs/usage.rst

Displays help messages for different modes of the DBNBeatTracker executable. These commands show available options and usage for each mode.

```bash
DBNBeatTracker -h

DBNBeatTracker single -h

DBNBeatTracker batch -h

DBNBeatTracker online -h

DBNBeatTracker pickle -h
```

--------------------------------

### Madmom DBNBeatTracker online mode

Source: https://github.com/cpjku/madmom/blob/main/docs/usage.rst

Operates on live audio signals using DBNBeatTracker in online mode. Requires pyaudio and the madmom package.

```bash
DBNBeatTracker online [-o OUTFILE] [INFILE]
```

--------------------------------

### Update madmom dependencies and rebuild extensions

Source: https://github.com/cpjku/madmom/wiki/FAQ

This command updates essential Python packages like numpy, scipy, and cython to their latest versions. It also recompiles the C extensions in-place, which can resolve 'out of bounds' errors or other build-related issues.

```bash
pip install --upgrade numpy scipy cython
python setup.py build_ext --inplace
```

--------------------------------

### Madmom DBNBeatTracker single file mode

Source: https://github.com/cpjku/madmom/blob/main/docs/usage.rst

Processes a single audio file using the DBNBeatTracker, writing output to STDOUT or a specified file. Requires madmom package.

```bash
DBNBeatTracker single [-o OUTFILE] INFILE
```

--------------------------------

### madmom Citation in LaTeX

Source: https://github.com/cpjku/madmom/blob/main/README.rst

A LaTeX formatted citation for the madmom library, suitable for inclusion in academic papers or publications. It includes authors, title, conference proceedings, and DOI for proper attribution.

```latex
@inproceedings{madmom,
   Title = {{madmom: a new Python Audio and Music Signal Processing Library}},
   Author = {B{"o}ck, Sebastian and Korzeniowski, Filip and Schl{"u}ter, Jan and Krebs, Florian and Widmer, Gerhard},
   Booktitle = {Proceedings of the 24th ACM International Conference on
   Multimedia},
   Month = {10},
   Year = {2016},
   Pages = {1174--1178},
   Address = {Amsterdam, The Netherlands},
   Doi = {10.1145/2964284.2973795}
}
```

--------------------------------

### Madmom DBNBeatTracker batch file mode

Source: https://github.com/cpjku/madmom/blob/main/docs/usage.rst

Processes multiple audio files in batch mode, writing outputs to files with a specified suffix in a given directory. Requires madmom package.

```bash
DBNBeatTracker batch [-o OUTPUT_DIR] [-s OUTPUT_SUFFIX] FILES
```

--------------------------------

### Set PYTHONPATH for madmom

Source: https://github.com/cpjku/madmom/wiki/FAQ

This command sets the PYTHONPATH environment variable to include the madmom directory. This is often necessary to resolve import errors when the madmom library is not found.

```bash
export PYTHONPATH=/path/to/madmom/
```

--------------------------------

### Disable multiprocessing in madmom

Source: https://github.com/cpjku/madmom/wiki/FAQ

These options disable multiprocessing for madmom. Passing '-j 1' on the command line or setting 'num_threads=1' can resolve issues encountered on Windows in 'single' mode that are related to multiprocessing.

```bash
python your_script.py -j 1
```

```python
import madmom
madmom.set_num_threads(1)
```

--------------------------------

### madmom BibTeX Citation

Source: https://github.com/cpjku/madmom/blob/main/docs/citation.rst

This BibTeX entry provides the necessary details to cite the madmom library in academic publications. It includes author information, publication venue, and digital object identifier.

```latex
@inproceedings{madmom,
      Title = {{madmom: a new Python Audio and Music Signal Processing Library}},
      Author = {B{"o}ck, Sebastian and Korzeniowski, Filip and Schl{"u}ter, Jan and Krebs, Florian and Widmer, Gerhard},
      Booktitle = {Proceedings of the 24th ACM International Conference on
      Multimedia},
      Month = {10},
      Year = {2016},
      Pages = {1174--1178},
      Address = {Amsterdam, The Netherlands},
      Doi = {10.1145/2964284.2973795}
   }
```

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