Created
September 29, 2014 08:45
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ipython notebook Display Pitch in TimeSide
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{ | |
"metadata": { | |
"name": "", | |
"signature": "sha256:ce612b323c5be3bdb81cda72826db78e16743f6cdf1a3467b8d2dfbf5eaac655" | |
}, | |
"nbformat": 3, | |
"nbformat_minor": 0, | |
"worksheets": [ | |
{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"collapsed": false, | |
"input": [ | |
"%pylab inline\n", | |
"import timeside\n", | |
"import scipy\n", | |
"import numpy\n", | |
"import matplotlib.pyplot as plt\n", | |
"\n", | |
"# Obtenir un array of amplitudes\n", | |
"from timeside.decoder.file import FileDecoder\n", | |
"#nomFichier='CNRSMH_I_2013_601_001_34.wav'\n", | |
"nomFichier='/home/thomas/data/CNRSMH_I_2013_601_001_34.wav'\n", | |
"\n", | |
"fichier=FileDecoder(nomFichier)\n", | |
"fichier.output_blocksize=60*44100\n", | |
"\n", | |
"#amp_v est un tuple (non editable), donc on le transforme en array pour pouvoir le manipuler\n", | |
"#a=numpy.asarray(amp_v[:][0:1])\n", | |
"#aa=a[0,:,1] # 3D-->2D + recuperation du canal 1\n", | |
"#temps=numpy.arange(0.,len(aa)) / 44100. # vecteur temps en sec\n", | |
"\n", | |
"# Calculer le picth avec AubioPitch\n", | |
"from timeside.analyzer.aubio.aubio_pitch import AubioPitch\n", | |
"inst_pitch=AubioPitch()\n", | |
"\n", | |
"pipe = (fichier | inst_pitch)\n", | |
"pipe.run()" | |
], | |
"language": "python", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"output_type": "stream", | |
"stream": "stdout", | |
"text": [ | |
"Populating the interactive namespace from numpy and matplotlib\n" | |
] | |
} | |
], | |
"prompt_number": 11 | |
}, | |
{ | |
"cell_type": "code", | |
"collapsed": false, | |
"input": [ | |
"res_pitch = inst_pitch.results['aubio_pitch.pitch']\n", | |
"\n", | |
"plt.figure(1)\n", | |
"plt.plot(res_pitch.time, res_pitch.data)\n", | |
"plt.xlabel('time (sec)')\n", | |
"plt.title('Le pitch')" | |
], | |
"language": "python", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"metadata": {}, | |
"output_type": "pyout", | |
"prompt_number": 12, | |
"text": [ | |
"<matplotlib.text.Text at 0x7fbc18093210>" | |
] | |
}, | |
{ | |
"metadata": {}, | |
"output_type": "display_data", | |
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5eXW88847z4WHh1ddvXp1cEREREV0dPQ+mUyGVqxY8faKFSveNj1eo9GoduzY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\nziqN938AAAAASUVORK5CYII=\n", | |
"text": [ | |
"<matplotlib.figure.Figure at 0x7fbc1a2f7f90>" | |
] | |
} | |
], | |
"prompt_number": 12 | |
}, | |
{ | |
"cell_type": "code", | |
"collapsed": false, | |
"input": [ | |
"# On obtient la m\u00eame chose directement depuis la fonction render() res re\u00e9sultats :\n", | |
"res_pitch.render()\n", | |
"plt.title(\"Pitch from render()\")\n", | |
"plt.show()\n" | |
], | |
"language": "python", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"metadata": {}, | |
"output_type": "display_data", | |
"png": 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AZDJ53XvvvcfOnTs3IiMjY+3o0aNPNDY2ymQyWSMAgEwma2xsbJQBANTX1w+O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\nSUVORK5CYII=\n", | |
"text": [ | |
"<matplotlib.figure.Figure at 0x7fbc1a0fd510>" | |
] | |
} | |
], | |
"prompt_number": 13 | |
}, | |
{ | |
"cell_type": "code", | |
"collapsed": false, | |
"input": [ | |
"# Remarque, pour le pitch on a \u00e9galement un 'grapher' :\n", | |
"from timeside.grapher.render_analyzers import DisplayAubioPitch\n", | |
"pitch_grapher = DisplayAubioPitch()\n", | |
"\n", | |
"pipe = (fichier | pitch_grapher)\n", | |
"pipe.run()" | |
], | |
"language": "python", | |
"metadata": {}, | |
"outputs": [], | |
"prompt_number": 14 | |
}, | |
{ | |
"cell_type": "code", | |
"collapsed": false, | |
"input": [ | |
"pitch_image = pitch_grapher.render()\n", | |
"pitch_image.show();" | |
], | |
"language": "python", | |
"metadata": {}, | |
"outputs": [], | |
"prompt_number": 16 | |
}, | |
{ | |
"cell_type": "code", | |
"collapsed": false, | |
"input": [], | |
"language": "python", | |
"metadata": {}, | |
"outputs": [], | |
"prompt_number": 15 | |
}, | |
{ | |
"cell_type": "code", | |
"collapsed": false, | |
"input": [], | |
"language": "python", | |
"metadata": {}, | |
"outputs": [], | |
"prompt_number": 15 | |
}, | |
{ | |
"cell_type": "code", | |
"collapsed": false, | |
"input": [], | |
"language": "python", | |
"metadata": {}, | |
"outputs": [], | |
"prompt_number": 15 | |
} | |
], | |
"metadata": {} | |
} | |
] | |
} |
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