| 1 | aubio |
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| 2 | ===== |
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| 3 | |
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| 4 | aubio is a collection of tools for music and audio analysis. |
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| 5 | |
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| 6 | This package integrates the aubio library with [NumPy] to provide a set of |
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| 7 | efficient tools to process and analyse audio signals, including: |
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| 8 | |
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| 9 | - read audio from any media file, including videos and remote streams |
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| 10 | - high quality phase vocoder, spectral filterbanks, and linear filters |
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| 11 | - Mel-Frequency Cepstrum Coefficients and standard spectral descriptors |
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| 12 | - detection of note attacks (onset) |
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| 13 | - pitch tracking (fundamental frequency estimation) |
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| 14 | - beat detection and tempo tracking |
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| 15 | |
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| 16 | aubio works with both Python 2 and Python 3. |
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| 17 | |
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| 18 | Links |
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| 19 | ----- |
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| 20 | |
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| 21 | - [module documentation][doc_python] |
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| 22 | - [installation instructions][doc_python_install] |
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| 23 | - [aubio manual][manual] |
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| 24 | - [aubio homepage][homepage] |
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| 25 | - [issue tracker][bugtracker] |
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| 26 | |
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| 27 | Demos |
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| 28 | ----- |
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| 29 | |
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| 30 | Some examples are available in the [`python/demos`][demos_dir] folder. Each |
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| 31 | script is a command line program which accepts one ore more argument. |
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| 32 | |
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| 33 | **Notes**: installing additional modules is required to run some of the demos. |
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| 34 | |
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| 35 | ### Analysis |
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| 36 | |
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| 37 | - `demo_source.py` uses aubio to read audio samples from media files |
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| 38 | - `demo_onset_plot.py` detects attacks in a sound file and plots the results |
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| 39 | using [matplotlib] |
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| 40 | - `demo_pitch.py` looks for fundamental frequency in a sound file and plots the |
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| 41 | results using [matplotlib] |
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| 42 | - `demo_spectrogram.py`, `demo_specdesc.py`, `demo_mfcc.py` for spectral |
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| 43 | analysis. |
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| 44 | |
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| 45 | ### Real-time |
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| 46 | |
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| 47 | - `demo_pyaudio.py` and `demo_tapthebeat.py` use [pyaudio] |
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| 48 | - `demo_pysoundcard_play.py`, `demo_pysoundcard.py` use [PySoundCard] |
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| 49 | - `demo_alsa.py` uses [pyalsaaudio] |
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| 50 | |
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| 51 | ### Others |
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| 52 | |
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| 53 | - `demo_timestretch.py` can change the duration of an input file and write the |
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| 54 | new sound to disk, |
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| 55 | - `demo_wav2midi.py` detects the notes in a file and uses [mido] to write the |
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| 56 | results into a MIDI file |
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| 57 | |
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| 58 | ### Example |
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| 59 | |
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| 60 | Use `demo_timestretch_online.py` to slow down `loop.wav`, write the results in |
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| 61 | `stretched_loop.wav`: |
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| 62 | |
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| 63 | $ python demo_timestretch_online.py loop.wav stretched_loop.wav 0.92 |
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| 64 | |
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| 65 | Built with |
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| 66 | ---------- |
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| 67 | |
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| 68 | The core of aubio is written in C for portability and speed. In addition to |
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| 69 | [NumPy], aubio can be optionally built to use one or more of the following |
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| 70 | libraries: |
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| 71 | |
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| 72 | - media file reading: |
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| 73 | |
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| 74 | - [ffmpeg] / [avcodec] to decode and read audio from almost any format, |
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| 75 | - [libsndfile] to read audio from uncompressed sound files, |
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| 76 | - [libsamplerate] to re-sample audio signals, |
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| 77 | - [CoreAudio] to read all media formats supported by macOS, iOS, and tvOS. |
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| 78 | |
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| 79 | - hardware acceleration: |
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| 80 | |
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| 81 | - [Atlas] and [Blas], for accelerated vector and matrix computations, |
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| 82 | - [fftw3], to compute fast Fourier Transforms of any size, |
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| 83 | - [Accelerate] for accelerated FFT and matrix computations (macOS/iOS), |
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| 84 | - [Intel IPP], accelerated vector computation and FFT implementation. |
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| 85 | |
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| 86 | [ffmpeg]: https://ffmpeg.org |
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| 87 | [avcodec]: https://libav.org |
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| 88 | [libsndfile]: http://www.mega-nerd.com/libsndfile/ |
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| 89 | [libsamplerate]: http://www.mega-nerd.com/SRC/ |
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| 90 | [CoreAudio]: https://developer.apple.com/reference/coreaudio |
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| 91 | [Atlas]: http://math-atlas.sourceforge.net/ |
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| 92 | [Blas]: https://en.wikipedia.org/wiki/Basic_Linear_Algebra_Subprograms |
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| 93 | [fftw3]: http://fftw.org |
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| 94 | [Accelerate]: https://developer.apple.com/reference/accelerate |
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| 95 | [Intel IPP]: https://software.intel.com/en-us/intel-ipp |
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| 96 | |
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| 97 | [demos_dir]:https://github.com/aubio/aubio/tree/master/python/demos |
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| 98 | [pyaudio]:https://people.csail.mit.edu/hubert/pyaudio/ |
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| 99 | [PySoundCard]:https://github.com/bastibe/PySoundCard |
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| 100 | [pyalsaaudio]:https://larsimmisch.github.io/pyalsaaudio/ |
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| 101 | [mido]:https://mido.readthedocs.io |
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| 102 | |
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| 103 | [manual]: https://aubio.org/manual/latest/ |
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| 104 | [doc_python]: https://aubio.org/manual/latest/python.html |
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| 105 | [doc_python_install]: https://aubio.org/manual/latest/python_module.html |
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| 106 | [homepage]: https://aubio.org |
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| 107 | [NumPy]: https://www.numpy.org |
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| 108 | [bugtracker]: https://github.com/aubio/aubio/issues |
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| 109 | [matplotlib]:https://matplotlib.org/ |
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