Mercurial > hg > plosone_underreview

comparison notebooks/sensitivity_experiment.ipynb @ 21:206fdeff4641 branch-tests

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rerunning notebook
author mpanteli <m.x.panteli@gmail.com>
date Wed, 13 Sep 2017 12:55:00 +0100
parents 0bba6f63f4fd
children 56cbf155680a
comparison
equal deleted inserted replaced
19:0bba6f63f4fd 21:206fdeff4641
1 { 1 {
2 "cells": [ 2 "cells": [
3 { 3 {
4 "cell_type": "code", 4 "cell_type": "code",
5 "execution_count": 8, 5 "execution_count": 1,
6 "metadata": {}, 6 "metadata": {},
7 "outputs": [ 7 "outputs": [
8 { 8 {
9 "name": "stdout", 9 "name": "stderr",
10 "output_type": "stream", 10 "output_type": "stream",
11 "text": [ 11 "text": [
12 "The autoreload extension is already loaded. To reload it, use:\n", 12 "/homes/mp305/anaconda/lib/python2.7/site-packages/librosa/core/audio.py:33: UserWarning: Could not import scikits.samplerate. Falling back to scipy.signal\n",
13 " %reload_ext autoreload\n" 13 " warnings.warn('Could not import scikits.samplerate. '\n"
14 ] 14 ]
15 } 15 }
16 ], 16 ],
17 "source": [ 17 "source": [
18 "import numpy as np\n", 18 "import numpy as np\n",
32 ] 32 ]
33 }, 33 },
34 { 34 {
35 "cell_type": "code", 35 "cell_type": "code",
36 "execution_count": null, 36 "execution_count": null,
37 "metadata": { 37 "metadata": {},
38 "collapsed": true 38 "outputs": [
39 }, 39 {
40 "outputs": [], 40 "name": "stderr",
41 "output_type": "stream",
42 "text": [
43 "/homes/mp305/anaconda/lib/python2.7/site-packages/IPython/core/interactiveshell.py:2822: DtypeWarning: Columns (0,1,2,4,5,6,7,8,10,11,12,13,14,15,16,17,19,21,22,23,24,25,26,27,29,31,35,38,39,40,41,44,45,48,55,56,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,93,95,96) have mixed types. Specify dtype option on import or set low_memory=False.\n",
44 " if self.run_code(code, result):\n"
45 ]
46 }
47 ],
41 "source": [ 48 "source": [
42 "OUTPUT_FILES = load_dataset.OUTPUT_FILES\n", 49 "OUTPUT_FILES = load_dataset.OUTPUT_FILES\n",
43 "n_iters = 10\n", 50 "n_iters = 10\n",
44 "df = load_dataset.sample_dataset(csv_file=load_dataset.METADATA_FILE)" 51 "df = load_dataset.sample_dataset(csv_file=load_dataset.METADATA_FILE)"
45 ] 52 ]
46 }, 53 },
47 { 54 {
48 "cell_type": "code", 55 "cell_type": "code",
49 "execution_count": null, 56 "execution_count": null,
50 "metadata": { 57 "metadata": {},
51 "collapsed": true
52 },
53 "outputs": [], 58 "outputs": [],
59 "source": [
60 "df.shape"
61 ]
62 },
63 {
64 "cell_type": "code",
65 "execution_count": null,
66 "metadata": {},
67 "outputs": [
68 {
69 "name": "stdout",
70 "output_type": "stream",
71 "text": [
72 "iteration 0\n",
73 "file 0 of 5037\n",
74 "loading speech/music segments...\n",
75 "extracting onset patterns and mfccs...\n",
76 "extracting chroma...\n",
77 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
78 "file 1 of 5037\n",
79 "loading speech/music segments...\n",
80 "extracting onset patterns and mfccs...\n",
81 "extracting chroma...\n",
82 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
83 "file 2 of 5037\n",
84 "loading speech/music segments...\n",
85 "extracting onset patterns and mfccs...\n",
86 "extracting chroma...\n",
87 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
88 "file 3 of 5037\n",
89 "loading speech/music segments...\n",
90 "extracting onset patterns and mfccs...\n",
91 "extracting chroma...\n",
92 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
93 "file 4 of 5037\n",
94 "loading speech/music segments...\n",
95 "extracting onset patterns and mfccs...\n",
96 "extracting chroma...\n",
97 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
98 "file 5 of 5037\n",
99 "loading speech/music segments...\n",
100 "extracting onset patterns and mfccs...\n",
101 "extracting chroma...\n",
102 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
103 "file 6 of 5037\n",
104 "loading speech/music segments...\n",
105 "extracting onset patterns and mfccs...\n",
106 "extracting chroma...\n",
107 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
108 "file 7 of 5037\n",
109 "loading speech/music segments...\n",
110 "extracting onset patterns and mfccs...\n",
111 "extracting chroma...\n",
112 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
113 "file 8 of 5037\n",
114 "loading speech/music segments...\n",
115 "extracting onset patterns and mfccs...\n",
116 "extracting chroma...\n",
117 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
118 "file 9 of 5037\n",
119 "loading speech/music segments...\n",
120 "extracting onset patterns and mfccs...\n",
121 "extracting chroma...\n",
122 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
123 "file 10 of 5037\n",
124 "loading speech/music segments...\n",
125 "extracting onset patterns and mfccs...\n",
126 "extracting chroma...\n",
127 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
128 "file 11 of 5037\n",
129 "loading speech/music segments...\n",
130 "extracting onset patterns and mfccs...\n",
131 "extracting chroma...\n",
132 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
133 "file 12 of 5037\n",
134 "loading speech/music segments...\n",
135 "extracting onset patterns and mfccs...\n",
136 "extracting chroma...\n",
137 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
138 "file 13 of 5037\n",
139 "loading speech/music segments...\n",
140 "extracting onset patterns and mfccs...\n",
141 "extracting chroma...\n",
142 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
143 "file 14 of 5037\n",
144 "loading speech/music segments...\n",
145 "extracting onset patterns and mfccs...\n",
146 "extracting chroma...\n",
147 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
148 "file 15 of 5037\n",
149 "loading speech/music segments...\n",
150 "extracting onset patterns and mfccs...\n",
151 "extracting chroma...\n",
152 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
153 "file 16 of 5037\n",
154 "loading speech/music segments...\n",
155 "extracting onset patterns and mfccs...\n",
156 "file 17 of 5037\n",
157 "loading speech/music segments...\n",
158 "extracting onset patterns and mfccs...\n",
159 "extracting chroma...\n",
160 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
161 "file 18 of 5037\n",
162 "loading speech/music segments...\n",
163 "extracting onset patterns and mfccs...\n",
164 "extracting chroma...\n",
165 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
166 "file 19 of 5037\n",
167 "loading speech/music segments...\n",
168 "extracting onset patterns and mfccs...\n",
169 "extracting chroma...\n",
170 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
171 "file 20 of 5037\n",
172 "loading speech/music segments...\n",
173 "extracting onset patterns and mfccs...\n",
174 "extracting chroma...\n",
175 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
176 "file 21 of 5037\n",
177 "loading speech/music segments...\n",
178 "extracting onset patterns and mfccs...\n",
179 "extracting chroma...\n",
180 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
181 "file 22 of 5037\n",
182 "loading speech/music segments...\n",
183 "file 23 of 5037\n",
184 "loading speech/music segments...\n",
185 "extracting onset patterns and mfccs...\n",
186 "extracting chroma...\n",
187 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
188 "file 24 of 5037\n",
189 "loading speech/music segments...\n",
190 "extracting onset patterns and mfccs...\n",
191 "extracting chroma...\n",
192 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
193 "file 25 of 5037\n",
194 "loading speech/music segments...\n",
195 "extracting onset patterns and mfccs...\n",
196 "extracting chroma...\n",
197 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
198 "file 26 of 5037\n",
199 "loading speech/music segments...\n",
200 "extracting onset patterns and mfccs...\n",
201 "extracting chroma...\n",
202 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
203 "file 27 of 5037\n",
204 "loading speech/music segments...\n",
205 "extracting onset patterns and mfccs...\n",
206 "extracting chroma...\n",
207 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
208 "file 28 of 5037\n",
209 "loading speech/music segments...\n",
210 "extracting onset patterns and mfccs...\n",
211 "extracting chroma...\n",
212 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
213 "file 29 of 5037\n",
214 "loading speech/music segments...\n",
215 "extracting onset patterns and mfccs...\n",
216 "extracting chroma...\n",
217 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
218 "file 30 of 5037\n",
219 "loading speech/music segments...\n",
220 "extracting onset patterns and mfccs...\n",
221 "extracting chroma...\n",
222 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
223 "file 31 of 5037\n",
224 "loading speech/music segments...\n",
225 "extracting onset patterns and mfccs...\n",
226 "extracting chroma...\n",
227 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
228 "file 32 of 5037\n",
229 "loading speech/music segments...\n",
230 "extracting onset patterns and mfccs...\n",
231 "extracting chroma...\n",
232 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
233 "file 33 of 5037\n",
234 "loading speech/music segments...\n",
235 "extracting onset patterns and mfccs...\n",
236 "extracting chroma...\n",
237 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
238 "file 34 of 5037\n",
239 "loading speech/music segments...\n",
240 "extracting onset patterns and mfccs...\n",
241 "extracting chroma...\n",
242 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
243 "file 35 of 5037\n",
244 "loading speech/music segments...\n",
245 "extracting onset patterns and mfccs...\n",
246 "extracting chroma...\n",
247 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
248 "file 36 of 5037\n",
249 "loading speech/music segments...\n",
250 "extracting onset patterns and mfccs...\n",
251 "extracting chroma...\n",
252 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
253 "file 37 of 5037\n",
254 "loading speech/music segments...\n",
255 "extracting onset patterns and mfccs...\n",
256 "extracting chroma...\n",
257 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
258 "file 38 of 5037\n",
259 "loading speech/music segments...\n",
260 "extracting onset patterns and mfccs...\n",
261 "extracting chroma...\n",
262 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
263 "file 39 of 5037\n",
264 "loading speech/music segments...\n",
265 "extracting onset patterns and mfccs...\n",
266 "extracting chroma...\n",
267 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
268 "file 40 of 5037\n",
269 "loading speech/music segments...\n",
270 "extracting onset patterns and mfccs...\n",
271 "extracting chroma...\n",
272 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
273 "file 41 of 5037\n",
274 "loading speech/music segments...\n",
275 "extracting onset patterns and mfccs...\n",
276 "extracting chroma...\n",
277 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
278 "file 42 of 5037\n",
279 "loading speech/music segments...\n",
280 "extracting onset patterns and mfccs...\n",
281 "extracting chroma...\n",
282 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
283 "file 43 of 5037\n",
284 "loading speech/music segments...\n",
285 "extracting onset patterns and mfccs...\n",
286 "extracting chroma...\n",
287 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
288 "file 44 of 5037\n",
289 "loading speech/music segments...\n",
290 "extracting onset patterns and mfccs...\n",
291 "extracting chroma...\n",
292 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
293 "file 45 of 5037\n",
294 "loading speech/music segments...\n",
295 "extracting onset patterns and mfccs...\n",
296 "extracting chroma...\n",
297 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
298 "file 46 of 5037\n",
299 "loading speech/music segments...\n",
300 "extracting onset patterns and mfccs...\n"
301 ]
302 },
303 {
304 "name": "stdout",
305 "output_type": "stream",
306 "text": [
307 "file 47 of 5037\n",
308 "loading speech/music segments...\n",
309 "extracting onset patterns and mfccs...\n",
310 "file 48 of 5037\n",
311 "loading speech/music segments...\n",
312 "extracting onset patterns and mfccs...\n",
313 "file 49 of 5037\n",
314 "loading speech/music segments...\n",
315 "extracting onset patterns and mfccs...\n",
316 "file 50 of 5037\n",
317 "loading speech/music segments...\n",
318 "extracting onset patterns and mfccs...\n",
319 "file 51 of 5037\n",
320 "loading speech/music segments...\n",
321 "extracting onset patterns and mfccs...\n",
322 "file 52 of 5037\n",
323 "loading speech/music segments...\n",
324 "extracting onset patterns and mfccs...\n",
325 "file 53 of 5037\n",
326 "loading speech/music segments...\n",
327 "extracting onset patterns and mfccs...\n",
328 "file 54 of 5037\n",
329 "loading speech/music segments...\n",
330 "extracting onset patterns and mfccs...\n",
331 "file 55 of 5037\n",
332 "loading speech/music segments...\n",
333 "extracting onset patterns and mfccs...\n",
334 "extracting chroma...\n",
335 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
336 "file 56 of 5037\n",
337 "loading speech/music segments...\n",
338 "extracting onset patterns and mfccs...\n",
339 "extracting chroma...\n",
340 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
341 "file 57 of 5037\n",
342 "loading speech/music segments...\n",
343 "extracting onset patterns and mfccs...\n",
344 "extracting chroma...\n",
345 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
346 "file 58 of 5037\n",
347 "loading speech/music segments...\n",
348 "extracting onset patterns and mfccs...\n",
349 "extracting chroma...\n",
350 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
351 "file 59 of 5037\n",
352 "loading speech/music segments...\n",
353 "extracting onset patterns and mfccs...\n",
354 "extracting chroma...\n",
355 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
356 "file 60 of 5037\n",
357 "loading speech/music segments...\n",
358 "extracting onset patterns and mfccs...\n",
359 "extracting chroma...\n",
360 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
361 "file 61 of 5037\n",
362 "loading speech/music segments...\n",
363 "extracting onset patterns and mfccs...\n",
364 "extracting chroma...\n",
365 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
366 "file 62 of 5037\n",
367 "loading speech/music segments...\n",
368 "extracting onset patterns and mfccs...\n",
369 "extracting chroma...\n",
370 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
371 "file 63 of 5037\n",
372 "loading speech/music segments...\n",
373 "extracting onset patterns and mfccs...\n",
374 "extracting chroma...\n",
375 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
376 "file 64 of 5037\n",
377 "loading speech/music segments...\n",
378 "extracting onset patterns and mfccs...\n",
379 "extracting chroma...\n",
380 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
381 "file 65 of 5037\n",
382 "loading speech/music segments...\n",
383 "extracting onset patterns and mfccs...\n",
384 "extracting chroma...\n",
385 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
386 "file 66 of 5037\n",
387 "loading speech/music segments...\n",
388 "extracting onset patterns and mfccs...\n",
389 "extracting chroma...\n",
390 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
391 "file 67 of 5037\n",
392 "loading speech/music segments...\n",
393 "extracting onset patterns and mfccs...\n",
394 "extracting chroma...\n",
395 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
396 "file 68 of 5037\n",
397 "loading speech/music segments...\n",
398 "extracting onset patterns and mfccs...\n",
399 "extracting chroma...\n",
400 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
401 "file 69 of 5037\n",
402 "loading speech/music segments...\n",
403 "extracting onset patterns and mfccs...\n",
404 "extracting chroma...\n",
405 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
406 "file 70 of 5037\n",
407 "loading speech/music segments...\n",
408 "extracting onset patterns and mfccs...\n",
409 "extracting chroma...\n",
410 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
411 "file 71 of 5037\n",
412 "loading speech/music segments...\n",
413 "extracting onset patterns and mfccs...\n",
414 "extracting chroma...\n",
415 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
416 "file 72 of 5037\n",
417 "loading speech/music segments...\n",
418 "extracting onset patterns and mfccs...\n",
419 "extracting chroma...\n",
420 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
421 "file 73 of 5037\n",
422 "loading speech/music segments...\n",
423 "extracting onset patterns and mfccs...\n",
424 "extracting chroma...\n",
425 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
426 "file 74 of 5037\n",
427 "loading speech/music segments...\n",
428 "extracting onset patterns and mfccs...\n",
429 "extracting chroma...\n",
430 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
431 "file 75 of 5037\n",
432 "loading speech/music segments...\n",
433 "extracting onset patterns and mfccs...\n",
434 "extracting chroma...\n",
435 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
436 "file 76 of 5037\n",
437 "loading speech/music segments...\n",
438 "extracting onset patterns and mfccs...\n",
439 "extracting chroma...\n",
440 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
441 "file 77 of 5037\n",
442 "loading speech/music segments...\n",
443 "extracting onset patterns and mfccs...\n",
444 "extracting chroma...\n",
445 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
446 "file 78 of 5037\n",
447 "loading speech/music segments...\n",
448 "extracting onset patterns and mfccs...\n",
449 "extracting chroma...\n",
450 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
451 "file 79 of 5037\n",
452 "loading speech/music segments...\n",
453 "extracting onset patterns and mfccs...\n",
454 "extracting chroma...\n",
455 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
456 "file 80 of 5037\n",
457 "loading speech/music segments...\n",
458 "extracting onset patterns and mfccs...\n",
459 "extracting chroma...\n",
460 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
461 "file 81 of 5037\n",
462 "loading speech/music segments...\n",
463 "extracting onset patterns and mfccs...\n",
464 "extracting chroma...\n",
465 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
466 "file 82 of 5037\n",
467 "loading speech/music segments...\n",
468 "extracting onset patterns and mfccs...\n",
469 "extracting chroma...\n",
470 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
471 "file 83 of 5037\n",
472 "loading speech/music segments...\n",
473 "extracting onset patterns and mfccs...\n",
474 "extracting chroma...\n",
475 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
476 "file 84 of 5037\n",
477 "loading speech/music segments...\n",
478 "extracting onset patterns and mfccs...\n",
479 "extracting chroma...\n",
480 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
481 "file 85 of 5037\n",
482 "loading speech/music segments...\n",
483 "extracting onset patterns and mfccs...\n",
484 "extracting chroma...\n",
485 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
486 "file 86 of 5037\n",
487 "loading speech/music segments...\n",
488 "extracting onset patterns and mfccs...\n",
489 "extracting chroma...\n",
490 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
491 "file 87 of 5037\n",
492 "loading speech/music segments...\n",
493 "extracting onset patterns and mfccs...\n",
494 "extracting chroma...\n",
495 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
496 "file 88 of 5037\n",
497 "loading speech/music segments...\n",
498 "extracting onset patterns and mfccs...\n",
499 "extracting chroma...\n",
500 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
501 "file 89 of 5037\n",
502 "loading speech/music segments...\n",
503 "extracting onset patterns and mfccs...\n",
504 "extracting chroma...\n",
505 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
506 "file 90 of 5037\n",
507 "loading speech/music segments...\n",
508 "extracting onset patterns and mfccs...\n",
509 "extracting chroma...\n",
510 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
511 "file 91 of 5037\n",
512 "loading speech/music segments...\n",
513 "extracting onset patterns and mfccs...\n",
514 "extracting chroma...\n",
515 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
516 "file 92 of 5037\n",
517 "loading speech/music segments...\n",
518 "extracting onset patterns and mfccs...\n",
519 "extracting chroma...\n",
520 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
521 "file 93 of 5037\n",
522 "loading speech/music segments...\n",
523 "extracting onset patterns and mfccs...\n",
524 "extracting chroma...\n",
525 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
526 "file 94 of 5037\n",
527 "loading speech/music segments...\n",
528 "extracting onset patterns and mfccs...\n",
529 "extracting chroma...\n",
530 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
531 "file 95 of 5037\n",
532 "loading speech/music segments...\n",
533 "extracting onset patterns and mfccs...\n",
534 "extracting chroma...\n",
535 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
536 "file 96 of 5037\n",
537 "loading speech/music segments...\n",
538 "extracting onset patterns and mfccs...\n"
539 ]
540 },
541 {
542 "name": "stdout",
543 "output_type": "stream",
544 "text": [
545 "extracting chroma...\n",
546 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
547 "file 97 of 5037\n",
548 "loading speech/music segments...\n",
549 "extracting onset patterns and mfccs...\n",
550 "extracting chroma...\n",
551 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
552 "file 98 of 5037\n",
553 "loading speech/music segments...\n",
554 "extracting onset patterns and mfccs...\n",
555 "extracting chroma...\n",
556 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
557 "file 99 of 5037\n",
558 "loading speech/music segments...\n",
559 "extracting onset patterns and mfccs...\n",
560 "extracting chroma...\n",
561 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
562 "file 100 of 5037\n",
563 "loading speech/music segments...\n",
564 "extracting onset patterns and mfccs...\n",
565 "extracting chroma...\n",
566 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
567 "file 101 of 5037\n",
568 "loading speech/music segments...\n",
569 "extracting onset patterns and mfccs...\n",
570 "extracting chroma...\n",
571 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
572 "file 102 of 5037\n",
573 "loading speech/music segments...\n",
574 "extracting onset patterns and mfccs...\n",
575 "extracting chroma...\n",
576 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
577 "file 103 of 5037\n",
578 "loading speech/music segments...\n",
579 "extracting onset patterns and mfccs...\n",
580 "extracting chroma...\n",
581 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
582 "file 104 of 5037\n",
583 "loading speech/music segments...\n",
584 "extracting onset patterns and mfccs...\n",
585 "extracting chroma...\n",
586 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
587 "file 105 of 5037\n",
588 "loading speech/music segments...\n",
589 "extracting onset patterns and mfccs...\n",
590 "extracting chroma...\n",
591 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
592 "file 106 of 5037\n",
593 "loading speech/music segments...\n",
594 "extracting onset patterns and mfccs...\n",
595 "extracting chroma...\n",
596 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
597 "file 107 of 5037\n",
598 "loading speech/music segments...\n",
599 "extracting onset patterns and mfccs...\n",
600 "extracting chroma...\n",
601 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
602 "file 108 of 5037\n",
603 "loading speech/music segments...\n",
604 "extracting onset patterns and mfccs...\n",
605 "extracting chroma...\n",
606 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
607 "file 109 of 5037\n",
608 "loading speech/music segments...\n",
609 "extracting onset patterns and mfccs...\n",
610 "extracting chroma...\n",
611 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
612 "file 110 of 5037\n",
613 "loading speech/music segments...\n",
614 "extracting onset patterns and mfccs...\n",
615 "extracting chroma...\n",
616 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
617 "file 111 of 5037\n",
618 "loading speech/music segments...\n",
619 "extracting onset patterns and mfccs...\n",
620 "extracting chroma...\n",
621 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
622 "file 112 of 5037\n",
623 "loading speech/music segments...\n",
624 "extracting onset patterns and mfccs...\n",
625 "extracting chroma...\n",
626 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
627 "file 113 of 5037\n",
628 "loading speech/music segments...\n",
629 "extracting onset patterns and mfccs...\n",
630 "extracting chroma...\n",
631 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
632 "file 114 of 5037\n",
633 "loading speech/music segments...\n",
634 "extracting onset patterns and mfccs...\n",
635 "extracting chroma...\n",
636 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
637 "file 115 of 5037\n",
638 "loading speech/music segments...\n",
639 "extracting onset patterns and mfccs...\n",
640 "extracting chroma...\n",
641 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
642 "file 116 of 5037\n",
643 "loading speech/music segments...\n",
644 "extracting onset patterns and mfccs...\n",
645 "extracting chroma...\n",
646 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
647 "file 117 of 5037\n",
648 "loading speech/music segments...\n",
649 "extracting onset patterns and mfccs...\n",
650 "extracting chroma...\n",
651 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
652 "file 118 of 5037\n",
653 "loading speech/music segments...\n",
654 "extracting onset patterns and mfccs...\n",
655 "extracting chroma...\n",
656 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
657 "file 119 of 5037\n",
658 "loading speech/music segments...\n",
659 "extracting onset patterns and mfccs...\n",
660 "extracting chroma...\n",
661 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
662 "file 120 of 5037\n",
663 "loading speech/music segments...\n",
664 "extracting onset patterns and mfccs...\n",
665 "extracting chroma...\n",
666 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
667 "file 121 of 5037\n",
668 "loading speech/music segments...\n",
669 "extracting onset patterns and mfccs...\n",
670 "extracting chroma...\n",
671 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
672 "file 122 of 5037\n",
673 "loading speech/music segments...\n",
674 "extracting onset patterns and mfccs...\n",
675 "extracting chroma...\n",
676 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
677 "file 123 of 5037\n",
678 "loading speech/music segments...\n",
679 "extracting onset patterns and mfccs...\n",
680 "extracting chroma...\n",
681 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
682 "file 124 of 5037\n",
683 "loading speech/music segments...\n",
684 "extracting onset patterns and mfccs...\n",
685 "extracting chroma...\n",
686 "load precomputed pitch bihist /import/c4dm-05/mariap/Melodia-melody-8sec/\n",
687 "file 125 of 5037\n",
688 "loading speech/music segments...\n",
689 "extracting onset patterns and mfccs...\n"
690 ]
691 }
692 ],
54 "source": [ 693 "source": [
55 "for n in range(n_iters):\n", 694 "for n in range(n_iters):\n",
56 " print \"iteration %d\" % n\n", 695 " print \"iteration %d\" % n\n",
57 " load_dataset.OUTPUT_FILES = [output_file.split('.pickle')[0]+'_'+str(n)+'.pickle' for \n", 696 " load_dataset.OUTPUT_FILES = [output_file.split('.pickle')[0]+'_'+str(n)+'.pickle' for \n",
58 " output_file in OUTPUT_FILES]\n", 697 " output_file in OUTPUT_FILES]\n",