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predict-stdin.txt
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predict-stdin.txt
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reformer-tts on predict-and-refactor-squeezewave [$?] via 🅒 reformer-tts
➜ python reformer_tts/cli.py -c config/e2e_fused_full.yml predict-from-text -r checkpoints/reformer-tts_ljtc2/epoch=32-val_loss=0.05.ckpt -s checkpoints/squeeze_wave_training/epoch=299-val_loss=-5.75.ckpt -o output
6
[nltk_data] Downloading package averaged_perceptron_tagger to .nltk...
[nltk_data] Package averaged_perceptron_tagger is already up-to-
[nltk_data] date!
[nltk_data] Downloading package cmudict to .nltk...
[nltk_data] Package cmudict is already up-to-date!
[nltk_data] Downloading package punkt to .nltk...
[nltk_data] Package punkt is already up-to-date!
Type a sentence and press enter to convert it to speech:
Hello, world.
HH AH0 L OW1 , W ER1 L D .
COLUMNS:
spectrogram.shape, generated[:, -1, :].mean(), stop_pred.max()
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torch.Size([1, 783, 80]) tensor(0.0879) tensor(-7.3330)
torch.Size([1, 784, 80]) tensor(0.0874) tensor(-7.4461)
torch.Size([1, 785, 80]) tensor(0.0834) tensor(-7.3340)
torch.Size([1, 786, 80]) tensor(0.0891) tensor(-7.3675)
torch.Size([1, 787, 80]) tensor(0.0838) tensor(-7.2631)
torch.Size([1, 788, 80]) tensor(0.0841) tensor(-7.1729)
torch.Size([1, 789, 80]) tensor(0.0845) tensor(-7.4802)
torch.Size([1, 790, 80]) tensor(0.0878) tensor(-7.3636)
torch.Size([1, 791, 80]) tensor(0.0812) tensor(-6.8808)
torch.Size([1, 792, 80]) tensor(0.0832) tensor(-7.3611)
torch.Size([1, 793, 80]) tensor(0.0869) tensor(-7.3688)
torch.Size([1, 794, 80]) tensor(0.0806) tensor(-7.3902)
torch.Size([1, 795, 80]) tensor(0.0815) tensor(-7.3494)
torch.Size([1, 796, 80]) tensor(0.0804) tensor(-7.4050)
torch.Size([1, 797, 80]) tensor(0.0773) tensor(-6.3765)
torch.Size([1, 798, 80]) tensor(0.0871) tensor(-7.3227)
torch.Size([1, 799, 80]) tensor(0.0840) tensor(-6.7490)
torch.Size([1, 800, 80]) tensor(0.0847) tensor(-7.3958)
torch.Size([1, 801, 80]) tensor(0.0873) tensor(-7.3734)
torch.Size([1, 802, 80]) tensor(0.0820) tensor(-7.3074)
torch.Size([1, 803, 80]) tensor(0.0781) tensor(-7.3234)
torch.Size([1, 804, 80]) tensor(0.0771) tensor(-7.3588)
torch.Size([1, 805, 80]) tensor(0.0751) tensor(-7.4073)
torch.Size([1, 806, 80]) tensor(0.0759) tensor(-7.4560)
torch.Size([1, 807, 80]) tensor(0.0775) tensor(-7.3806)
torch.Size([1, 808, 80]) tensor(0.0763) tensor(-7.4677)
torch.Size([1, 809, 80]) tensor(0.0737) tensor(-7.2684)
torch.Size([1, 810, 80]) tensor(0.0804) tensor(-7.1981)
torch.Size([1, 811, 80]) tensor(0.0769) tensor(-7.4105)
torch.Size([1, 812, 80]) tensor(0.0761) tensor(-7.0408)
torch.Size([1, 813, 80]) tensor(0.0793) tensor(-7.3426)
torch.Size([1, 814, 80]) tensor(0.0787) tensor(-7.2142)
torch.Size([1, 815, 80]) tensor(0.0754) tensor(-7.3642)
torch.Size([1, 816, 80]) tensor(0.0833) tensor(-7.4860)
torch.Size([1, 817, 80]) tensor(0.0812) tensor(-7.3498)
torch.Size([1, 818, 80]) tensor(0.0863) tensor(-7.4053)
torch.Size([1, 819, 80]) tensor(0.0874) tensor(-7.3506)
torch.Size([1, 820, 80]) tensor(0.0825) tensor(-7.1502)
torch.Size([1, 821, 80]) tensor(0.0837) tensor(-7.4166)
torch.Size([1, 822, 80]) tensor(0.0846) tensor(-7.4761)
torch.Size([1, 823, 80]) tensor(0.0583) tensor(-7.4391)
torch.Size([1, 824, 80]) tensor(0.0512) tensor(-7.4042)
torch.Size([1, 825, 80]) tensor(0.0486) tensor(-7.1204)
torch.Size([1, 826, 80]) tensor(0.0492) tensor(-7.3570)
torch.Size([1, 827, 80]) tensor(0.0319) tensor(-7.4434)
torch.Size([1, 828, 80]) tensor(0.0124) tensor(-7.5358)
torch.Size([1, 829, 80]) tensor(-0.0003) tensor(-7.3589)
torch.Size([1, 830, 80]) tensor(0.0071) tensor(-7.4899)
torch.Size([1, 831, 80]) tensor(0.0015) tensor(-7.0793)
torch.Size([1, 832, 80]) tensor(-0.0018) tensor(-7.2961)
torch.Size([1, 833, 80]) tensor(-0.0056) tensor(-7.3886)
torch.Size([1, 834, 80]) tensor(-0.0119) tensor(-7.1600)
torch.Size([1, 835, 80]) tensor(-0.0068) tensor(-7.1532)
torch.Size([1, 836, 80]) tensor(-0.0121) tensor(-7.2565)
torch.Size([1, 837, 80]) tensor(-0.0161) tensor(-6.5862)
torch.Size([1, 838, 80]) tensor(-0.0164) tensor(-6.0819)
torch.Size([1, 839, 80]) tensor(-0.0138) tensor(-7.4617)
torch.Size([1, 840, 80]) tensor(-0.0125) tensor(-7.3665)
torch.Size([1, 841, 80]) tensor(-0.0103) tensor(-6.3514)
torch.Size([1, 842, 80]) tensor(-0.0157) tensor(-7.0509)
torch.Size([1, 843, 80]) tensor(-0.0183) tensor(-7.3362)
torch.Size([1, 844, 80]) tensor(-0.0231) tensor(-7.4433)
torch.Size([1, 845, 80]) tensor(-0.0223) tensor(-6.8138)
torch.Size([1, 846, 80]) tensor(-0.0207) tensor(-7.3337)
torch.Size([1, 847, 80]) tensor(-0.0129) tensor(-7.4310)
torch.Size([1, 848, 80]) tensor(-0.0156) tensor(-7.3517)
torch.Size([1, 849, 80]) tensor(-0.0133) tensor(-7.3244)
torch.Size([1, 850, 80]) tensor(-0.0157) tensor(-7.3964)
torch.Size([1, 851, 80]) tensor(-0.0039) tensor(-7.3923)
torch.Size([1, 852, 80]) tensor(-0.0074) tensor(-7.2213)
torch.Size([1, 853, 80]) tensor(-0.0216) tensor(-7.3994)
torch.Size([1, 854, 80]) tensor(-0.0210) tensor(-7.4686)
torch.Size([1, 855, 80]) tensor(-0.0271) tensor(-7.2371)
torch.Size([1, 856, 80]) tensor(-0.0237) tensor(-7.3997)
torch.Size([1, 857, 80]) tensor(-0.0196) tensor(-7.3719)
torch.Size([1, 858, 80]) tensor(-0.0124) tensor(-7.0052)
torch.Size([1, 859, 80]) tensor(-0.0174) tensor(-6.3588)
torch.Size([1, 860, 80]) tensor(-0.0300) tensor(-6.9868)
torch.Size([1, 861, 80]) tensor(-0.0234) tensor(-7.4048)
torch.Size([1, 862, 80]) tensor(-0.0207) tensor(-7.1484)
torch.Size([1, 863, 80]) tensor(-0.0207) tensor(-7.2473)
torch.Size([1, 864, 80]) tensor(-0.0145) tensor(-7.3463)
torch.Size([1, 865, 80]) tensor(-0.0102) tensor(-7.3210)
torch.Size([1, 866, 80]) tensor(-0.0354) tensor(-7.3343)
torch.Size([1, 867, 80]) tensor(-0.0210) tensor(-7.1229)
torch.Size([1, 868, 80]) tensor(-0.0124) tensor(-7.2886)
torch.Size([1, 869, 80]) tensor(-0.0432) tensor(-6.9379)
torch.Size([1, 870, 80]) tensor(-0.0950) tensor(-7.2915)
torch.Size([1, 871, 80]) tensor(-0.2893) tensor(-7.5116)
torch.Size([1, 872, 80]) tensor(-1.1005) tensor(-7.2349)
torch.Size([1, 873, 80]) tensor(-19.1878) tensor(-7.4359)
torch.Size([1, 874, 80]) tensor(-16.6975) tensor(-2.5259)
torch.Size([1, 875, 80]) tensor(-13.3381) tensor(-1.4483)
torch.Size([1, 876, 80]) tensor(-11.6393) tensor(-0.4920)
torch.Size([1, 877, 80]) tensor(-11.0086) tensor(0.4460)
Output saved to /Users/kowal/Desktop/mimuw-projects/reformer-tts/output/pred-stdin-0.wav
reformer-tts on predict-and-refactor-squeezewave [$?] via 🅒 reformer-tts took 33m 56s
➜ open output/pred-stdin-0.wav