62 lines
1.4 KiB
Python
62 lines
1.4 KiB
Python
import os
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import matplotlib
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from jamo import h2j, j2hcj
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matplotlib.use('Agg')
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matplotlib.rc('font', family="NanumBarunGothic")
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import matplotlib.pyplot as plt
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from text import PAD, EOS
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from utils import add_postfix
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from text.korean import normalize
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def plot(alignment, info, text):
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char_len, audio_len = alignment.shape # 145, 200
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fig, ax = plt.subplots(figsize=(char_len/5, 5))
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im = ax.imshow(
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alignment.T,
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aspect='auto',
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origin='lower',
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interpolation='none')
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xlabel = 'Encoder timestep'
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ylabel = 'Decoder timestep'
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if info is not None:
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xlabel += '\n{}'.format(info)
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plt.xlabel(xlabel)
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plt.ylabel(ylabel)
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if text:
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jamo_text = j2hcj(h2j(normalize(text)))
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pad = [PAD] * (char_len - len(jamo_text) - 1)
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plt.xticks(range(char_len),
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[tok for tok in jamo_text] + [EOS] + pad)
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if text is not None:
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while True:
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if text[-1] in [EOS, PAD]:
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text = text[:-1]
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else:
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break
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plt.title(text)
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plt.tight_layout()
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def plot_alignment(
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alignment, path, info=None, text=None):
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if text:
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tmp_alignment = alignment[:len(h2j(text)) + 2]
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plot(tmp_alignment, info, text)
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plt.savefig(path, format='png')
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else:
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plot(alignment, info, text)
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plt.savefig(path, format='png')
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print(" [*] Plot saved: {}".format(path))
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