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Fix end artifact for fine tuning models

This commit is contained in:
Edresson Casanova 2023-11-11 12:37:44 -03:00
parent 04901fb2e4
commit 7bfd20e692
1 changed files with 1 additions and 10 deletions
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11
TTS/tts/layers/xtts/gpt.py
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@ -426,15 +426,6 @@ class GPT(nn.Module):
if max_mel_len > audio_codes.shape[-1]: if max_mel_len > audio_codes.shape[-1]:
audio_codes = F.pad(audio_codes, (0, max_mel_len - audio_codes.shape[-1])) audio_codes = F.pad(audio_codes, (0, max_mel_len - audio_codes.shape[-1]))
silence = True
for idx, l in enumerate(code_lengths):
length = l.item()
while silence:
if audio_codes[idx, length - 1] != 83:
break
length -= 1
code_lengths[idx] = length
# 💖 Lovely assertions # 💖 Lovely assertions
assert ( assert (
max_mel_len <= audio_codes.shape[-1] max_mel_len <= audio_codes.shape[-1]
@ -450,7 +441,7 @@ class GPT(nn.Module):
audio_codes = F.pad(audio_codes[:, :max_mel_len], (0, 1), value=self.stop_audio_token) audio_codes = F.pad(audio_codes[:, :max_mel_len], (0, 1), value=self.stop_audio_token)
# Pad mel codes with stop_audio_token # Pad mel codes with stop_audio_token
audio_codes = self.set_mel_padding(audio_codes, code_lengths) audio_codes = self.set_mel_padding(audio_codes, code_lengths - 3) # -3 to get the real code lengths without consider start and stop tokens that was not added yet
# Build input and target tensors # Build input and target tensors
# Prepend start token to inputs and append stop token to targets # Prepend start token to inputs and append stop token to targets