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Attn masking

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Eren G
2018-07-13 14:50:55 +02:00
parent 9f52833151
commit dac8fdffa9
6 changed files with 199 additions and 155 deletions
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train.py
+2 -2
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@@ -22,7 +22,6 @@ from utils.generic_utils import (Progbar, remove_experiment_folder,
create_experiment_folder, save_checkpoint,
save_best_model, load_config, lr_decay,
count_parameters, check_update, get_commit_hash)
from utils.model import get_param_size
from utils.visual import plot_alignment, plot_spectrogram
from datasets.LJSpeech import LJSpeechDataset
from models.tacotron import Tacotron
@@ -96,6 +95,7 @@ def train(model, criterion, criterion_st, data_loader, optimizer, optimizer_st,
# dispatch data to GPU
if use_cuda:
text_input = text_input.cuda()
text_lengths = text_lengths.cuda()
mel_input = mel_input.cuda()
mel_lengths = mel_lengths.cuda()
linear_input = linear_input.cuda()
@@ -103,7 +103,7 @@ def train(model, criterion, criterion_st, data_loader, optimizer, optimizer_st,
# forward pass
mel_output, linear_output, alignments, stop_tokens =\
model.forward(text_input, mel_input)
model.forward(text_input, mel_input, text_lengths)
# loss computation
stop_loss = criterion_st(stop_tokens, stop_targets)