Medix-AI/coqui-tts
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coqui-tts
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Make style

This commit is contained in:
Eren Gölge 2021-11-30 15:56:15 +01:00
parent 7575367b9f
commit 98057a00ae
3 changed files with 12 additions and 8 deletions
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12
TTS/tts/datasets/dataset.py
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@ -258,7 +258,7 @@ class TTSDataset(Dataset):
return audio_lengths, text_lengths return audio_lengths, text_lengths
@staticmethod @staticmethod
def sort_and_filter_by_length(lengths:List[int], min_len:int, max_len:int): def sort_and_filter_by_length(lengths: List[int], min_len: int, max_len: int):
idxs = np.argsort(lengths) # ascending order idxs = np.argsort(lengths) # ascending order
ignore_idx = [] ignore_idx = []
keep_idx = [] keep_idx = []
@ -271,7 +271,7 @@ class TTSDataset(Dataset):
return ignore_idx, keep_idx return ignore_idx, keep_idx
@staticmethod @staticmethod
def create_buckets(samples, batch_group_size:int): def create_buckets(samples, batch_group_size: int):
for i in range(len(samples) // batch_group_size): for i in range(len(samples) // batch_group_size):
offset = i * batch_group_size offset = i * batch_group_size
end_offset = offset + batch_group_size end_offset = offset + batch_group_size
@ -286,8 +286,12 @@ class TTSDataset(Dataset):
""" """
# sort items based on the sequence length in ascending order # sort items based on the sequence length in ascending order
text_ignore_idx, text_keep_idx = self.sort_and_filter_by_length(self.text_lengths, self.min_text_len, self.max_text_len) text_ignore_idx, text_keep_idx = self.sort_and_filter_by_length(
audio_ignore_idx, audio_keep_idx = self.sort_and_filter_by_length(self.audio_lengths, self.min_audio_len, self.max_audio_len) self.text_lengths, self.min_text_len, self.max_text_len
)
audio_ignore_idx, audio_keep_idx = self.sort_and_filter_by_length(
self.audio_lengths, self.min_audio_len, self.max_audio_len
)
keep_idx = list(set(audio_keep_idx) | set(text_keep_idx)) keep_idx = list(set(audio_keep_idx) | set(text_keep_idx))
ignore_idx = list(set(audio_ignore_idx) | set(text_ignore_idx)) ignore_idx = list(set(audio_ignore_idx) | set(text_ignore_idx))