cleanup notebooks Frysian dialect regions
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data/all.txt
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data/left_over.zip
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__pycache__
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*.pyc
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.idea/
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.ipynb_checkpoints/
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Readme.md
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Readme.md
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# Stimmen Fryslan
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## Notebooks
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# Extract Frysian dialect regions
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### Extract Frysian dialect regions
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[notebook](notebooks/Dialect%20Regions%20from%20image.ipynb)
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@ -9,4 +10,23 @@ Get polygons of dialect regions as mapped in this image
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using image processing
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using image processing.
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Results
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* [notebooks/dialect_regions.geojson](notebooks/dialect_regions.geojson)
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### Group recordings to Frysian dialect regions
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[notebook](notebooks/Group%20recordings%20in%204%20Frysian%20dialect%20regions.ipynb)
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Create spreadsheets with the recordings assigned to dialect regions.
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Results
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* [data/picture_game_recordings_by_dialect.csv](data/picture_game_recordings_by_dialect.csv)
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* [data/picture_game_recordings_by_dialect.csv](data/picture_game_recordings_by_dialect.xlsx)
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* [data/free_speech_recordings_by_dialect.xlsx](data/free_speech_recordings_by_dialect.csv)
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* [data/free_speech_recordings_by_dialect.xlsx](data/free_speech_recordings_by_dialect.xlsx)
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,filename,dialect,boundary_distance
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0,free_speech_recordings/Frysk/2017-07-05/fs_what-would-you-do-with-a-million-euros_88_lnyzs.wav,Waldfrysk,1.77631
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1,free_speech_recordings/Nederlands/2017-07-05/fs_what-would-you-do-with-a-million-euros_67_hwgru.wav,Waldfrysk,3.919238
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2,free_speech_recordings/Frysk/2017-07-05/fs_what-would-you-do-with-a-million-euros_95_mvjur.wav,Waldfrysk,4.762249
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3,free_speech_recordings/Frysk/2017-07-05/fs_what-would-you-do-with-a-million-euros_111_0i5tx.wav,Waldfrysk,9.903196
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4,free_speech_recordings/Frysk/2017-07-05/fs_joke_99_qt49n.wav,Waldfrysk,10.22498
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5,free_speech_recordings/Frysk/2017-07-05/fs_joke_113_bc6pq.wav,Waldfrysk,10.355398
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6,free_speech_recordings/Frysk/2017-07-05/fs_joke_123_rcqai.wav,Waldfrysk,10.45873
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7,free_speech_recordings/Frysk/2017-07-05/fs_your-own-story_113_68aqo.wav,Waldfrysk,10.355398
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8,free_speech_recordings/Frysk/2017-07-05/fs_joke_123_ut0k4.wav,Waldfrysk,10.45873
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9,free_speech_recordings/Frysk/2017-07-05/fs_what-would-you-do-with-a-million-euros_99_sykw2.wav,Waldfrysk,10.22498
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10,free_speech_recordings/Frysk/2017-07-05/fs_what-would-you-do-with-a-million-euros_123_pj8uq.wav,Waldfrysk,10.45873
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11,free_speech_recordings/Frysk/2017-07-05/fs_growing-up_123_7y4am.wav,Waldfrysk,10.45873
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12,free_speech_recordings/English/2017-07-05/fs_what-would-you-do-with-a-million-euros_151_k4swb.wav,Waldfrysk,4.19475
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13,free_speech_recordings/Frysk/2017-07-05/fs_what-would-you-do-with-a-million-euros_164_uaqwl.wav,Waldfrysk,1.38699
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14,free_speech_recordings/Nederlands/2017-07-05/fs_what-would-you-do-with-a-million-euros_146_v72do.wav,Waldfrysk,1.583635
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15,free_speech_recordings/Frysk/2017-07-05/fs_what-would-you-do-with-a-million-euros_109_d2ivw.wav,Waldfrysk,9.879676
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16,free_speech_recordings/Nederlands/2017-07-05/fs_favourite-recipes_146_uh9n4.wav,Waldfrysk,1.583635
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17,free_speech_recordings/Frysk/2017-07-05/fs_what-would-you-do-with-a-million-euros_149_41fai.wav,Waldfrysk,10.621441
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18,free_speech_recordings/Frysk/2017-07-05/fs_growing-up_128_e7hnl.wav,Waldfrysk,1.572799
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19,free_speech_recordings/Frysk/2017-07-05/fs_joke_149_ti8sz.wav,Waldfrysk,10.621441
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20,free_speech_recordings/English/2017-07-05/fs_what-would-you-do-with-a-million-euros_128_uf6gr.wav,Waldfrysk,1.572799
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21,free_speech_recordings/Frysk/2017-07-05/fs_your-own-story_149_tec70.wav,Waldfrysk,10.621441
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22,free_speech_recordings/Frysk/2017-07-05/fs_what-would-you-do-with-a-million-euros_187_zp2j8.wav,Waldfrysk,3.341861
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23,free_speech_recordings/Nederlands/2017-07-05/fs_joke_197_2lrb1.wav,Waldfrysk,4.704471
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24,free_speech_recordings/Frysk/2017-07-05/fs_joke_199_6eozl.wav,Waldfrysk,1.358243
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25,free_speech_recordings/Nederlands/2017-07-05/fs_joke_197_i7uw4.wav,Waldfrysk,4.704471
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26,free_speech_recordings/Frysk/2017-07-05/fs_growing-up_188_7yaz3.wav,Waldfrysk,1.436183
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27,free_speech_recordings/Frysk/2017-07-05/fs_read-a-text-2_200_a3is2.wav,Waldfrysk,4.478677
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28,free_speech_recordings/Frysk/2017-07-05/fs_what-would-you-do-with-a-million-euros_199_vg1kl.wav,Waldfrysk,1.358243
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29,free_speech_recordings/Nederlands/2017-07-05/fs_joke_259_yorak.wav,Waldfrysk,3.935489
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30,free_speech_recordings/Frysk/2017-07-05/fs_what-would-you-do-with-a-million-euros_269_i4kag.wav,Waldfrysk,1.447555
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31,free_speech_recordings/Frysk/2017-07-05/fs_what-would-you-do-with-a-million-euros_252_20w6m.wav,Waldfrysk,4.509369
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32,free_speech_recordings/Nederlands/2017-07-05/fs_what-would-you-do-with-a-million-euros_260_m2k6h.wav,Waldfrysk,0.846626
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33,free_speech_recordings/Nederlands/2017-07-05/fs_joke_255_rj4m1.wav,Waldfrysk,7.027236
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34,free_speech_recordings/Nederlands/2017-07-05/fs_favourite-recipes_240_fo1nd.wav,Waldfrysk,4.235696
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35,free_speech_recordings/Nederlands/2017-07-05/fs_favourite-recipes_260_ig2yw.wav,Waldfrysk,0.846626
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36,free_speech_recordings/Nederlands/2017-07-05/fs_what-would-you-do-with-a-million-euros_299_aptnj.wav,Waldfrysk,3.682426
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37,free_speech_recordings/Nederlands/2017-07-05/fs_joke_298_jreip.wav,Waldfrysk,1.258851
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38,free_speech_recordings/Nederlands/2017-07-05/fs_growing-up_299_4g2zp.wav,Waldfrysk,3.682426
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39,free_speech_recordings/Nederlands/2017-07-05/fs_read-a-text-1_307_1pa4y.wav,Noardhoeksk,3.738262
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40,free_speech_recordings/Nederlands/2017-07-05/fs_read-a-text-3_299_i9hkc.wav,Waldfrysk,3.682426
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41,free_speech_recordings/Nederlands/2017-07-05/fs_read-a-text-2_299_iwrnu.wav,Waldfrysk,3.682426
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42,free_speech_recordings/Frysk/2017-07-05/fs_what-would-you-do-with-a-million-euros_343_xakcz.wav,Waldfrysk,10.668485
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43,free_speech_recordings/Nederlands/2017-07-05/fs_favourite-recipes_358_idlt2.wav,Waldfrysk,5.98385
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44,free_speech_recordings/Frysk/2017-07-05/fs_joke_363_3j5gw.wav,Waldfrysk,3.452341
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45,free_speech_recordings/Nederlands/2017-07-05/fs_what-would-you-do-with-a-million-euros_372_le7ot.wav,Waldfrysk,5.467149
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46,free_speech_recordings/Frysk/2017-07-05/fs_what-would-you-do-with-a-million-euros_343_c7yvr.wav,Waldfrysk,10.668485
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47,free_speech_recordings/Frysk/2017-07-05/fs_what-would-you-do-with-a-million-euros_378_ne5bd.wav,Waldfrysk,2.127203
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48,free_speech_recordings/Frysk/2017-07-05/fs_what-would-you-do-with-a-million-euros_342_nz57h.wav,Waldfrysk,3.987615
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49,free_speech_recordings/Frysk/2017-07-05/fs_favourite-recipes_388_o8e2a.wav,Waldfrysk,10.677306
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50,free_speech_recordings/Frysk/2017-07-05/fs_what-would-you-do-with-a-million-euros_388_ank2d.wav,Waldfrysk,10.677306
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51,free_speech_recordings/Frysk/2017-09-20/fs_what-is-your-word-for_620_2rl1j.wav,Klaaifrysk,12.45212
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52,free_speech_recordings/Frysk/2017-09-20/fs_read-a-text-1_625_ilh53.wav,Klaaifrysk,12.40743
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53,free_speech_recordings/Frysk/2017-09-20/fs_what-is-your-word-for_640_4bz56.wav,Klaaifrysk,9.595256
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54,free_speech_recordings/Frysk/2017-09-20/fs_what-is-your-word-for_657_ilpr9.wav,Noardhoeksk,1.566816
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55,free_speech_recordings/Frysk/2017-09-20/fs_what-is-your-word-for_705_3hjg1.wav,Waldfrysk,4.202505
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56,free_speech_recordings/Frysk/2017-09-20/fs_read-a-text-1_718_1x3lr.wav,Waldfrysk,11.667829
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57,free_speech_recordings/Frysk/2017-09-20/fs_read-a-text-2_718_kjziw.wav,Waldfrysk,11.667829
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58,free_speech_recordings/Frysk/2017-09-20/fs_read-a-text-3_718_ozgem.wav,Waldfrysk,11.667829
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59,free_speech_recordings/Frysk/2017-09-20/fs_what-is-your-word-for_915_jkzca.wav,Sudwesthoeksk,1.141395
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60,free_speech_recordings/Frysk/2017-09-20/fs_your-own-story_915_4xqzg.wav,Sudwesthoeksk,1.141395
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61,free_speech_recordings/Frysk/2017-09-20/fs_what-is-your-word-for_1076_un2ev.wav,Sudwesthoeksk,1.390008
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62,free_speech_recordings/Frysk/2017-09-20/fs_what-is-your-word-for_1108_0wemf.wav,Klaaifrysk,4.286927
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63,free_speech_recordings/Frysk/2017-09-20/fs_your-own-story_1124_0chyk.wav,Klaaifrysk,1.048088
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64,free_speech_recordings/Frysk/2017-09-20/fs_growing-up_1082_loib7.wav,Noardhoeksk,1.157689
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65,free_speech_recordings/Frysk/2017-09-20/fs_what-is-your-word-for_1137_zv8kx.wav,Waldfrysk,2.743808
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66,free_speech_recordings/Frysk/2017-09-20/fs_what-is-your-word-for_1189_8uaks.wav,Noardhoeksk,1.247515
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67,free_speech_recordings/Frysk/2017-09-20/fs_what-is-your-word-for_1259_9o80u.wav,Sudwesthoeksk,2.193712
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68,free_speech_recordings/Frysk/2017-09-20/fs_your-own-story_1339_lc859.wav,Waldfrysk,7.576734
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69,free_speech_recordings/Frysk/2017-09-20/fs_what-is-your-word-for_1377_eic91.wav,Waldfrysk,3.671619
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70,free_speech_recordings/Frysk/2017-09-20/fs_joke_1259_mr8de.wav,Sudwesthoeksk,2.193712
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71,free_speech_recordings/Frysk/2017-09-20/fs_what-is-your-word-for_1458_kuh1m.wav,Noardhoeksk,1.975243
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72,free_speech_recordings/Frysk/2017-09-20/fs_what-is-your-word-for_1541_6ywjs.wav,Klaaifrysk,1.169191
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73,free_speech_recordings/Frysk/2017-09-20/fs_your-own-story_1554_da8t3.wav,Waldfrysk,12.810842
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74,free_speech_recordings/Frysk/2017-09-20/fs_what-is-your-word-for_1554_ien5z.wav,Waldfrysk,12.810842
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75,free_speech_recordings/Frysk/2017-09-20/fs_read-a-text-1_1554_3azgx.wav,Waldfrysk,12.810842
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76,free_speech_recordings/Frysk/2017-09-20/fs_read-a-text-2_1554_48yea.wav,Waldfrysk,12.810842
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77,free_speech_recordings/Frysk/2017-09-20/fs_read-a-text-3_1554_74ycq.wav,Waldfrysk,12.810842
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78,free_speech_recordings/Frysk/2017-09-20/fs_your-own-story_1554_5kehl.wav,Waldfrysk,12.810842
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79,free_speech_recordings/Frysk/2017-09-21/fs_what-is-your-word-for_1672_bo251.wav,Klaaifrysk,0.728092
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80,free_speech_recordings/Frysk/2017-09-21/fs_read-a-text-1_1674_p9xqf.wav,Klaaifrysk,1.250865
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81,free_speech_recordings/Frysk/2017-09-21/fs_what-is-your-word-for_1709_5otia.wav,Waldfrysk,3.707999
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82,free_speech_recordings/Frysk/2017-09-21/fs_what-is-your-word-for_1813_xhb3l.wav,Klaaifrysk,1.146877
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83,free_speech_recordings/Frysk/2017-09-21/fs_what-is-your-word-for_1802_mgc8p.wav,Sudwesthoeksk,2.183764
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84,free_speech_recordings/Frysk/2017-09-21/fs_read-a-text-1_1802_vrwjy.wav,Sudwesthoeksk,2.183764
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85,free_speech_recordings/Frysk/2017-09-21/fs_your-own-story_1819_egwch.wav,Klaaifrysk,1.133094
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86,free_speech_recordings/Frysk/2017-09-21/fs_what-is-your-word-for_1865_k8gyf.wav,Waldfrysk,4.420839
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87,free_speech_recordings/Frysk/2017-09-21/fs_what-would-you-do-with-a-million-euros_1865_53n7u.wav,Waldfrysk,4.420839
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88,free_speech_recordings/Frysk/2017-09-21/fs_joke_1865_9ckvp.wav,Waldfrysk,4.420839
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89,free_speech_recordings/Frysk/2017-09-21/fs_what-would-you-do-with-a-million-euros_1902_tsaw8.wav,Klaaifrysk,9.655679
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90,free_speech_recordings/Frysk/2017-09-21/fs_what-would-you-do-with-a-million-euros_1913_uvhwf.wav,Waldfrysk,1.005743
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91,free_speech_recordings/Frysk/2017-09-21/fs_what-is-your-word-for_1913_4taif.wav,Waldfrysk,1.005743
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92,free_speech_recordings/Frysk/2017-09-21/fs_read-a-text-3_1950_em84r.wav,Klaaifrysk,2.193722
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93,free_speech_recordings/Frysk/2017-09-21/fs_read-a-text-3_1979_kiyma.wav,Noardhoeksk,0.523374
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94,free_speech_recordings/Frysk/2017-09-21/fs_what-is-your-word-for_1982_x9ij1.wav,Waldfrysk,11.959819
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95,free_speech_recordings/Frysk/2017-09-21/fs_what-would-you-do-with-a-million-euros_2006_ixld6.wav,Waldfrysk,2.746355
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||||
96,free_speech_recordings/Frysk/2017-09-21/fs_joke_2008_vehpf.wav,Waldfrysk,2.74644
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97,free_speech_recordings/Frysk/2017-09-21/fs_your-own-story_2209_ov7xz.wav,Klaaifrysk,10.960204
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98,free_speech_recordings/Frysk/2017-09-21/fs_what-is-your-word-for_2209_vwe03.wav,Klaaifrysk,10.960204
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99,free_speech_recordings/Frysk/2017-09-21/fs_what-would-you-do-with-a-million-euros_2209_aj95g.wav,Klaaifrysk,10.960204
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100,free_speech_recordings/Nederlands/2017-09-22/fs_what-would-you-do-with-a-million-euros_2_AsDGHm5.wav,Waldfrysk,3.54178
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101,free_speech_recordings/Frysk/2017-09-22/fs_read-a-text-1_764_log1e.wav,Waldfrysk,4.85797
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102,free_speech_recordings/Frysk/2017-09-22/fs_what-is-your-word-for_764_57pqw.wav,Waldfrysk,4.85797
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103,free_speech_recordings/Frysk/2017-09-22/fs_read-a-text-2_764_faw7b.wav,Waldfrysk,4.85797
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104,free_speech_recordings/Frysk/2017-09-22/fs_read-a-text-3_764_cmusa.wav,Waldfrysk,4.85797
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105,free_speech_recordings/Frysk/2017-09-22/fs_what-is-your-word-for_2460_ngi5f.wav,Noardhoeksk,0.517838
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106,free_speech_recordings/Frysk/2017-09-22/fs_read-a-text-2_2534_4t5k2.wav,Klaaifrysk,11.62764
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107,free_speech_recordings/Frysk/2017-09-22/fs_read-a-text-3_2534_t9j2u.wav,Klaaifrysk,11.62764
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108,free_speech_recordings/Frysk/2017-09-22/fs_what-is-your-word-for_1296_cahl6.wav,Noardhoeksk,4.185817
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109,free_speech_recordings/Frysk/2017-09-22/fs_what-is-your-word-for_2695_turwk.wav,Klaaifrysk,13.068856
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110,free_speech_recordings/Frysk/2017-09-22/fs_what-is-your-word-for_2772_i57qr.wav,Klaaifrysk,3.953311
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113,free_speech_recordings/Frysk/2017-09-23/fs_your-own-story_2865_8ag2y.wav,Sudwesthoeksk,0.922876
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114,free_speech_recordings/Frysk/2017-09-23/fs_what-is-your-word-for_2923_ykin8.wav,Waldfrysk,7.004529
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115,free_speech_recordings/Frysk/2017-09-23/fs_what-is-your-word-for_2944_9i2j3.wav,Waldfrysk,4.10094
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116,free_speech_recordings/Frysk/2017-09-23/fs_what-is-your-word-for_2968_wl9or.wav,Klaaifrysk,0.113403
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117,free_speech_recordings/Frysk/2017-09-23/fs_read-a-text-1_2968_wckq3.wav,Klaaifrysk,0.113403
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118,free_speech_recordings/Frysk/2017-09-23/fs_what-is-your-word-for_2951_po18q.wav,Waldfrysk,2.397931
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119,free_speech_recordings/Frysk/2017-09-23/fs_growing-up_2951_tzubw.wav,Waldfrysk,2.397931
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120,free_speech_recordings/Nederlands/2017-09-23/fs_your-own-story_2951_rq98l.wav,Waldfrysk,2.397931
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121,free_speech_recordings/English/2017-09-23/fs_your-own-story_2951_10muy.wav,Waldfrysk,2.397931
|
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162,free_speech_recordings/Frysk/2017-09-26/fs_read-a-text-1_4321_h09nq.wav,Klaaifrysk,10.751217
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163,free_speech_recordings/Frysk/2017-09-26/fs_what-is-your-word-for_4358_sdtcn.wav,Klaaifrysk,2.054422
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167,free_speech_recordings/Frysk/2017-09-27/fs_what-is-your-word-for_4559_2k0s5.wav,Waldfrysk,1.636351
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168,free_speech_recordings/Frysk/2017-09-27/fs_what-is-your-word-for_2355_bvl6k.wav,Waldfrysk,7.054389
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169,free_speech_recordings/Frysk/2017-09-27/fs_what-is-your-word-for_4581_tqjer.wav,Waldfrysk,6.350984
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171,free_speech_recordings/Frysk/2017-09-29/fs_what-is-your-word-for_4752_gxeol.wav,Klaaifrysk,0.667612
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172,free_speech_recordings/Frysk/2017-09-29/fs_read-a-text-3_4753_y1h53.wav,Klaaifrysk,0.640271
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175,free_speech_recordings/Frysk/2017-09-29/fs_read-a-text-2_4807_7jf1n.wav,Klaaifrysk,7.995561
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176,free_speech_recordings/Frysk/2017-09-29/fs_read-a-text-3_4808_pyd3o.wav,Klaaifrysk,7.419804
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177,free_speech_recordings/Català/2017-09-29/fs_your-own-story_4809_26pln.wav,Klaaifrysk,7.390828
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178,free_speech_recordings/Frysk/2017-09-30/fs_what-is-your-word-for_4846_oa82c.wav,Waldfrysk,4.031163
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180,free_speech_recordings/Stadsfrys/2017-09-30/fs_what-is-your-word-for_4861_nrzxi.wav,Klaaifrysk,0.923349
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181,free_speech_recordings/Frysk/2017-10-01/fs_read-a-text-1_4955_zhd7y.wav,Klaaifrysk,5.794449
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182,free_speech_recordings/Frysk/2017-10-06/fs_what-is-your-word-for_3104_tzy53.wav,Waldfrysk,1.680654
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187,free_speech_recordings/Frysk/2017-10-07/fs_what-is-your-word-for_5139_oldim.wav,Waldfrysk,8.591069
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190,free_speech_recordings/Frysk/2017-10-09/fs_read-a-text-1_5182_pelak.wav,Waldfrysk,12.029596
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198,free_speech_recordings/Frysk/2017-10-10/fs_read-a-text-3_5304_orgfk.wav,Waldfrysk,4.531573
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202,free_speech_recordings/Frysk/2017-10-10/fs_what-is-your-word-for_5341_lufo5.wav,Klaaifrysk,11.1308
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203,free_speech_recordings/Frysk/2017-10-10/fs_what-is-your-word-for_5363_rezy5.wav,Waldfrysk,6.523219
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204,free_speech_recordings/Frysk/2017-10-12/fs_what-is-your-word-for_5363_fdsro.wav,Waldfrysk,6.523219
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205,free_speech_recordings/Frysk/2017-10-12/fs_what-is-your-word-for_5502_dei1b.wav,Waldfrysk,3.978591
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207,free_speech_recordings/Frysk/2017-10-13/fs_what-is-your-word-for_5582_ndtpm.wav,Waldfrysk,9.790272
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208,free_speech_recordings/Frysk/2017-10-13/fs_what-is-your-word-for_5583_3tjph.wav,Waldfrysk,9.959714
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209,free_speech_recordings/Frysk/2017-10-13/fs_joke_5599_rz34a.wav,Klaaifrysk,1.451237
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211,free_speech_recordings/Frysk/2017-10-14/fs_what-is-your-word-for_5660_47dh5.wav,Sudwesthoeksk,1.564915
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212,free_speech_recordings/Frysk/2017-10-14/fs_what-is-your-word-for_5673_nd3ym.wav,Waldfrysk,5.269867
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214,free_speech_recordings/Frysk/2017-10-14/fs_what-is-your-word-for_5694_yvf25.wav,Waldfrysk,10.478223
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215,free_speech_recordings/Frysk/2017-10-14/fs_joke_3199_su6by.wav,Sudwesthoeksk,1.257194
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216,free_speech_recordings/Frysk/2017-10-14/fs_what-is-your-word-for_5728_yg79e.wav,Waldfrysk,5.022495
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217,free_speech_recordings/Frysk/2017-10-14/fs_what-would-you-do-with-a-million-euros_5728_qckme.wav,Waldfrysk,5.022495
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220,free_speech_recordings/Frysk/2017-10-14/fs_what-is-your-word-for_5744_tehv7.wav,Sudwesthoeksk,0.615903
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221,free_speech_recordings/Frysk/2017-10-14/fs_read-a-text-3_5746_sp78e.wav,Klaaifrysk,0.013896
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222,free_speech_recordings/Frysk/2017-10-15/fs_what-is-your-word-for_5787_i1yzf.wav,Noardhoeksk,1.607573
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223,free_speech_recordings/Frysk/2017-10-15/fs_what-is-your-word-for_5788_zq2pe.wav,Noardhoeksk,5.824474
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224,free_speech_recordings/Frysk/2017-10-15/fs_what-is-your-word-for_5828_hjc7x.wav,Sudwesthoeksk,1.302183
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225,free_speech_recordings/Frysk/2017-10-15/fs_growing-up_5828_avfrt.wav,Sudwesthoeksk,1.302183
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226,free_speech_recordings/Frysk/2017-10-17/fs_what-is-your-word-for_5898_hdgut.wav,Noardhoeksk,1.549299
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227,free_speech_recordings/Frysk/2017-10-17/fs_what-is-your-word-for_5919_4c3ie.wav,Noardhoeksk,0.914699
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228,free_speech_recordings/Nederlands/2017-10-18/fs_what-is-your-word-for_5952_glpv0.wav,Klaaifrysk,5.927528
|
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229,free_speech_recordings/Frysk/2017-10-20/fs_your-own-story_6039_l1f8w.wav,Waldfrysk,13.094448
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230,free_speech_recordings/Frysk/2017-10-22/fs_what-is-your-word-for_6076_nfyg5.wav,Waldfrysk,1.745424
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231,free_speech_recordings/Frysk/2017-10-22/fs_your-own-story_6077_wifyv.wav,Waldfrysk,1.324824
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232,free_speech_recordings/Frysk/2017-10-26/fs_what-is-your-word-for_6135_37vyb.wav,Klaaifrysk,9.852829
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233,free_speech_recordings/Frysk/2017-10-26/fs_read-a-text-3_6135_f8pk5.wav,Klaaifrysk,9.852829
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234,free_speech_recordings/Hielpers/2017-10-26/fs_read-a-text-3_6135_lm6cj.wav,Klaaifrysk,9.852829
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235,free_speech_recordings/Frysk/2017-10-26/fs_growing-up_6135_v7cgy.wav,Klaaifrysk,9.852829
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236,free_speech_recordings/Frysk/2017-10-29/fs_what-is-your-word-for_6198_lmthe.wav,Klaaifrysk,0.862578
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237,free_speech_recordings/Frysk/2017-10-29/fs_growing-up_6198_9wsum.wav,Klaaifrysk,0.862578
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238,free_speech_recordings/Frysk/2017-10-30/fs_what-is-your-word-for_6206_kq9x7.wav,Waldfrysk,2.573533
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239,free_speech_recordings/Frysk/2017-10-30/fs_read-a-text-1_6206_myg3u.wav,Waldfrysk,2.573533
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240,free_speech_recordings/Frysk/2017-10-30/fs_read-a-text-2_6206_znvdq.wav,Waldfrysk,2.573533
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241,free_speech_recordings/Frysk/2017-10-30/fs_read-a-text-3_6206_3tu8x.wav,Waldfrysk,2.573533
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242,free_speech_recordings/Frysk/2017-11-04/fs_growing-up_6245_23i8r.wav,Klaaifrysk,6.050107
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243,free_speech_recordings/Frysk/2017-11-05/fs_growing-up_6255_4ky2h.wav,Waldfrysk,1.167223
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244,free_speech_recordings/Frysk/2017-11-05/fs_read-a-text-2_6255_nxr2k.wav,Waldfrysk,1.167223
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245,free_speech_recordings/Frysk/2017-11-05/fs_what-is-your-word-for_6255_mxo7s.wav,Waldfrysk,1.167223
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246,free_speech_recordings/Sranan/2017-11-05/fs_growing-up_6255_q9hb7.wav,Waldfrysk,1.167223
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247,free_speech_recordings/Frysk/2017-11-08/fs_what-is-your-word-for_6302_2qejv.wav,Sudwesthoeksk,0.503894
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248,free_speech_recordings/Frysk/2017-11-08/fs_read-a-text-1_6304_tx5g3.wav,Klaaifrysk,3.133558
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249,free_speech_recordings/Frysk/2017-11-08/fs_read-a-text-2_6304_lw3ce.wav,Klaaifrysk,3.133558
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250,free_speech_recordings/Frysk/2017-11-08/fs_read-a-text-3_6304_8b73d.wav,Klaaifrysk,3.133558
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253,free_speech_recordings/Frysk/2017-11-15/fs_your-own-story_6112_d50em.wav,Klaaifrysk,2.53277
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256,free_speech_recordings/Frysk/2017-11-16/fs_what-is-your-word-for_6391_hqzko.wav,Noardhoeksk,3.22878
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257,free_speech_recordings/Frysk/2017-11-16/fs_what-is-your-word-for_6445_8qhxu.wav,Noardhoeksk,2.161305
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258,free_speech_recordings/Frysk/2017-11-16/fs_what-is-your-word-for_6450_v217u.wav,Noardhoeksk,2.195359
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||||
259,free_speech_recordings/Nederlands/2017-11-16/fs_joke_6450_tug4m.wav,Noardhoeksk,2.195359
|
||||
260,free_speech_recordings/Nederlands/2017-11-16/fs_your-own-story_6458_byqv1.wav,Klaaifrysk,2.788931
|
||||
261,free_speech_recordings/Nederlands/2017-11-16/fs_what-is-your-word-for_6445_0e5qv.wav,Noardhoeksk,2.161305
|
||||
262,free_speech_recordings/Frysk/2017-11-20/fs_what-is-your-word-for_6481_q6uof.wav,Waldfrysk,4.601052
|
||||
263,free_speech_recordings/Nederlands/2017-11-20/fs_what-would-you-do-with-a-million-euros_6_r33npe4.wav,Waldfrysk,4.355513
|
||||
264,free_speech_recordings/Frysk/2017-11-20/fs_what-would-you-do-with-a-million-euros_6508_j93hn.wav,Waldfrysk,4.951451
|
||||
265,free_speech_recordings/Nederlands/2017-11-20/fs_what-would-you-do-with-a-million-euros_6_oBbNTaQ.wav,Waldfrysk,4.289129
|
||||
266,free_speech_recordings/Nederlands/2017-11-20/fs_what-would-you-do-with-a-million-euros_6_Gig9vBi.wav,Waldfrysk,4.015504
|
||||
267,free_speech_recordings/Frysk/2017-11-20/fs_what-is-your-word-for_6484_68b9z.wav,Waldfrysk,4.74939
|
||||
268,free_speech_recordings/Frysk/2017-11-22/fs_what-is-your-word-for_6496_f4x67.wav,Waldfrysk,4.380086
|
||||
269,free_speech_recordings/Nederlands/2017-11-22/fs_what-is-your-word-for_6501_bjl64.wav,Waldfrysk,4.638283
|
||||
270,free_speech_recordings/Français/2017-11-22/fs_your-own-story_6496_3n6cx.wav,Waldfrysk,4.380086
|
||||
271,free_speech_recordings/Stadsfrys/2017-11-24/fs_what-would-you-do-with-a-million-euros_6601_gqw9o.wav,Klaaifrysk,6.620839
|
||||
272,free_speech_recordings/Frysk/2017-11-24/fs_what-is-your-word-for_6623_k7oin.wav,Klaaifrysk,0.959124
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||||
273,free_speech_recordings/Français/2017-11-24/fs_what-is-your-word-for_6629_3xoel.wav,Klaaifrysk,7.58213
|
||||
274,free_speech_recordings/Nederlands/2017-11-24/fs_what-is-your-word-for_6591_6cdzt.wav,Klaaifrysk,6.688311
|
||||
275,free_speech_recordings/Frysk/2017-11-29/fs_your-own-story_6677_9a1nx.wav,Waldfrysk,4.104019
|
||||
276,free_speech_recordings/Frysk/2017-11-29/fs_favourite-recipes_6677_opxe0.wav,Waldfrysk,4.104019
|
||||
277,free_speech_recordings/Frysk/2017-12-01/fs_what-is-your-word-for_6570_sikcl.wav,Waldfrysk,9.999269
|
||||
278,free_speech_recordings/Frysk/2017-12-08/fs_what-would-you-do-with-a-million-euros_6734_oz61u.wav,Waldfrysk,6.958186
|
||||
279,free_speech_recordings/Frysk/2017-12-08/fs_what-is-your-word-for_6769_xfc6t.wav,Waldfrysk,7.18071
|
||||
280,free_speech_recordings/Frysk/2017-12-08/fs_what-is-your-word-for_6788_je563.wav,Waldfrysk,3.924781
|
||||
281,free_speech_recordings/Frysk/2017-12-08/fs_what-would-you-do-with-a-million-euros_6780_w4cdy.wav,Waldfrysk,4.401392
|
||||
282,free_speech_recordings/Frysk/2017-12-08/fs_joke_6780_5p0l6.wav,Waldfrysk,4.401392
|
||||
283,free_speech_recordings/Frysk/2017-12-09/fs_growing-up_6809_ymsga.wav,Waldfrysk,7.929286
|
||||
284,free_speech_recordings/Frysk/2017-12-11/fs_what-would-you-do-with-a-million-euros_6849_1k8vt.wav,Waldfrysk,0.349927
|
||||
285,free_speech_recordings/Nederlands/2017-12-12/fs_what-would-you-do-with-a-million-euros_6_CmB1nOy.wav,Klaaifrysk,5.764236
|
||||
286,free_speech_recordings/Frysk/2017-12-12/fs_what-is-your-word-for_6892_jqexv.wav,Klaaifrysk,5.764236
|
||||
287,free_speech_recordings/Frysk/2017-12-13/fs_joke_6280_xqylo.wav,Waldfrysk,8.721115
|
||||
288,free_speech_recordings/Frysk/2017-12-14/fs_what-is-your-word-for_7012_qdmli.wav,Klaaifrysk,15.399275
|
||||
289,free_speech_recordings/Frysk/2017-12-14/fs_your-own-story_7020_iq7ja.wav,Klaaifrysk,15.080282
|
||||
290,free_speech_recordings/Frysk/2017-12-14/fs_your-own-story_7020_b25q3.wav,Klaaifrysk,15.080282
|
||||
291,free_speech_recordings/Frysk/2017-12-14/fs_joke_7022_tiq97.wav,Klaaifrysk,14.362107
|
||||
292,free_speech_recordings/Frysk/2017-12-14/fs_joke_7022_f9q1r.wav,Klaaifrysk,14.362107
|
||||
293,free_speech_recordings/Frysk/2017-12-19/fs_joke_7066_43wql.wav,Waldfrysk,12.063697
|
||||
294,free_speech_recordings/Frysk/2017-12-19/fs_joke_7067_c2prd.wav,Waldfrysk,11.954245
|
||||
295,free_speech_recordings/Frysk/2017-12-20/fs_growing-up_7091_lhkem.wav,Waldfrysk,1.064577
|
||||
296,free_speech_recordings/Frysk/2017-12-20/fs_what-would-you-do-with-a-million-euros_7091_6tdb0.wav,Waldfrysk,1.064577
|
||||
297,free_speech_recordings/Frysk/2018-01-20/fs_what-is-your-word-for_7176_xdpc7.wav,Waldfrysk,8.372257
|
||||
298,free_speech_recordings/Nederlands/2018-04-08/fs_what-is-your-word-for_7372_d14h6.wav,Klaaifrysk,5.050947
|
||||
299,free_speech_recordings/Stadsfrys/2018-04-08/fs_what-would-you-do-with-a-million-euros_7372_ocavl.wav,Klaaifrysk,5.050947
|
||||
300,free_speech_recordings/Frysk/2018-04-21/fs_growing-up_7448_hgdr4.wav,Waldfrysk,7.647335
|
||||
301,free_speech_recordings/Frysk/2018-04-22/fs_what-is-your-word-for_7489_w16gb.wav,Waldfrysk,4.14324
|
||||
302,free_speech_recordings/Frysk/2018-04-25/fs_what-is-your-word-for_7536_0qha6.wav,Klaaifrysk,7.778972
|
||||
303,free_speech_recordings/Frysk/2018-06-24/fs_what-is-your-word-for_7796_xz5y9.wav,Noardhoeksk,3.094847
|
||||
304,free_speech_recordings/Frysk/2018-06-30/fs_what-would-you-do-with-a-million-euros_7814_tqzg5.wav,Waldfrysk,7.005325
|
||||
305,free_speech_recordings/Frysk/2018-08-20/fs_what-is-your-word-for_7981_g0f94.wav,Waldfrysk,6.038921
|
||||
|
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|
@ -0,0 +1,265 @@
|
|||
{
|
||||
"cells": [
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"# Group recordings in 4 Frysian dialect regions\n",
|
||||
"\n",
|
||||
" * Klaaifrysk\n",
|
||||
" * Waldfrysk\n",
|
||||
" * Sudwesthoeksk\n",
|
||||
" * Noardhoeksk\n",
|
||||
" \n",
|
||||
"First run `Dialect Regions from image.ipynb`.\n",
|
||||
"\n",
|
||||
""
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 1,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"from math import floor\n",
|
||||
"import json\n",
|
||||
"import pandas\n",
|
||||
"import MySQLdb\n",
|
||||
"from collections import Counter\n",
|
||||
"\n",
|
||||
"from math import sqrt\n",
|
||||
"import numpy as np\n",
|
||||
"from shapely.geometry import shape, Point\n",
|
||||
"from vincenty import vincenty\n",
|
||||
"\n",
|
||||
"from jupyter_progressbar import ProgressBar\n",
|
||||
"\n",
|
||||
"db = MySQLdb.connect(user='root', passwd='Nmmxhjgt1@', db='stimmen', charset='utf8')"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"# Input\n",
|
||||
"\n",
|
||||
"Load the geojson with the dialect region and create shapely shapes."
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 2,
|
||||
"metadata": {
|
||||
"scrolled": true
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"with open('dialect_regions.geojson', 'r') as f:\n",
|
||||
" geojson = json.load(f)\n",
|
||||
"\n",
|
||||
"dialect_regions = [region['properties']['dialect'] for region in geojson['features']]"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 3,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"shapes = {\n",
|
||||
" feature['properties']['dialect']: shape(feature['geometry'])\n",
|
||||
" for feature in geojson['features']\n",
|
||||
"}\n",
|
||||
"\n",
|
||||
"def regions_for(coordinate):\n",
|
||||
" regions = {\n",
|
||||
" region_name\n",
|
||||
" for region_name, shape in shapes.items()\n",
|
||||
" if shape.contains(Point(*coordinate))\n",
|
||||
" }\n",
|
||||
" return regions\n",
|
||||
"\n",
|
||||
"def distance_to_shape(shape, longitude, latitude):\n",
|
||||
" ext = shape.exterior\n",
|
||||
" p = ext.interpolate(ext.project(Point(longitude, latitude)))\n",
|
||||
" return vincenty((latitude, longitude), (p.y, p.x))"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"# Query and process\n",
|
||||
"\n",
|
||||
"Query all picture game and free speech recordings and assign the dialect region."
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 4,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"def dialect_regions_and_distance(data):\n",
|
||||
" return[\n",
|
||||
" {\n",
|
||||
" 'dialects': [\n",
|
||||
" {\n",
|
||||
" 'dialect': dialect,\n",
|
||||
" 'boundary_distance': distance_to_shape(shapes[dialect], longitude, latitude),\n",
|
||||
" }\n",
|
||||
" for dialect in regions_for((longitude, latitude))\n",
|
||||
" ],\n",
|
||||
" 'filename': filename,\n",
|
||||
" }\n",
|
||||
" for filename, (latitude, longitude) in ProgressBar(\n",
|
||||
" data[['latitude', 'longitude']].iterrows(),\n",
|
||||
" size=len(data)\n",
|
||||
" )\n",
|
||||
" ]"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 5,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"picture_games = pandas.read_sql('''\n",
|
||||
"SELECT language.name as language, item.name as picture,\n",
|
||||
" survey.user_lat as latitude, survey.user_lng as longitude,\n",
|
||||
" survey.area_name as area, survey.country_name as country,\n",
|
||||
" result.recording as filename,\n",
|
||||
" result.submitted_at as date\n",
|
||||
"FROM core_surveyresult as survey\n",
|
||||
"INNER JOIN core_picturegameresult as result ON survey.id = result.survey_result_id\n",
|
||||
"INNER JOIN core_language as language ON language.id = result.language_id\n",
|
||||
"INNER JOIN core_picturegameitem as item\n",
|
||||
" ON result.picture_game_item_id = item.id\n",
|
||||
"''', db)\n",
|
||||
"picture_games.set_index('filename', inplace=True)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 6,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"application/vnd.jupyter.widget-view+json": {
|
||||
"model_id": "67ed3190256b447c81daf3df1f189318",
|
||||
"version_major": 2,
|
||||
"version_minor": 0
|
||||
},
|
||||
"text/plain": [
|
||||
"VBox(children=(HBox(children=(FloatProgress(value=0.0, max=1.0), HTML(value='<b>0</b>s passed', placeholder='0…"
|
||||
]
|
||||
},
|
||||
"metadata": {},
|
||||
"output_type": "display_data"
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"dialect_region_per_picture_game = dialect_regions_and_distance(picture_games)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 7,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"df = pandas.DataFrame([\n",
|
||||
" [r['filename'], r['dialects'][0]['dialect'], r['dialects'][0]['boundary_distance']]\n",
|
||||
" for r in dialect_region_per_picture_game\n",
|
||||
" if len(r['dialects']) == 1\n",
|
||||
"], columns = ['filename', 'dialect', 'boundary_distance'])\n",
|
||||
"\n",
|
||||
"df.to_excel('../data/picture_game_recordings_by_dialect.xlsx')\n",
|
||||
"df.to_csv('../data/picture_game_recordings_by_dialect.csv')"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 8,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"free_speech_games = pandas.read_sql('''\n",
|
||||
"SELECT language.name as language,\n",
|
||||
" survey.user_lat as latitude, survey.user_lng as longitude,\n",
|
||||
" survey.area_name as area, survey.country_name as country,\n",
|
||||
" result.recording as filename,\n",
|
||||
" result.submitted_at as date\n",
|
||||
"FROM core_surveyresult as survey\n",
|
||||
"INNER JOIN core_freespeechresult as result ON survey.id = result.survey_result_id\n",
|
||||
"INNER JOIN core_language as language ON language.id = result.language_id\n",
|
||||
"''', db)\n",
|
||||
"free_speech_games.set_index('filename', inplace=True)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 9,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"application/vnd.jupyter.widget-view+json": {
|
||||
"model_id": "201b0aed64e8494db603de15b560d919",
|
||||
"version_major": 2,
|
||||
"version_minor": 0
|
||||
},
|
||||
"text/plain": [
|
||||
"VBox(children=(HBox(children=(FloatProgress(value=0.0, max=1.0), HTML(value='<b>0</b>s passed', placeholder='0…"
|
||||
]
|
||||
},
|
||||
"metadata": {},
|
||||
"output_type": "display_data"
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"dialect_region_per_free_speech = dialect_regions_and_distance(free_speech_games)"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 10,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"df = pandas.DataFrame([\n",
|
||||
" [r['filename'], r['dialects'][0]['dialect'], r['dialects'][0]['boundary_distance']]\n",
|
||||
" for r in dialect_region_per_free_speech\n",
|
||||
" if len(r['dialects']) == 1\n",
|
||||
"], columns = ['filename', 'dialect', 'boundary_distance'])\n",
|
||||
"\n",
|
||||
"df.to_excel('../data/free_speech_recordings_by_dialect.xlsx')\n",
|
||||
"df.to_csv('../data/free_speech_recordings_by_dialect.csv')"
|
||||
]
|
||||
}
|
||||
],
|
||||
"metadata": {
|
||||
"kernelspec": {
|
||||
"display_name": "Python 3",
|
||||
"language": "python",
|
||||
"name": "python3"
|
||||
},
|
||||
"language_info": {
|
||||
"codemirror_mode": {
|
||||
"name": "ipython",
|
||||
"version": 3
|
||||
},
|
||||
"file_extension": ".py",
|
||||
"mimetype": "text/x-python",
|
||||
"name": "python",
|
||||
"nbconvert_exporter": "python",
|
||||
"pygments_lexer": "ipython3",
|
||||
"version": "3.6.5"
|
||||
}
|
||||
},
|
||||
"nbformat": 4,
|
||||
"nbformat_minor": 1
|
||||
}
|
||||
Loading…
Reference in New Issue