Text-to-Speech / modules /encoder /token_encoder.py
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# Copyright (c) 2023 Amphion.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
# This code is modified from https://github.com/lifeiteng/vall-e
import torch
import torch.nn as nn
class TokenEmbedding(nn.Module):
def __init__(self, dim_model: int, vocab_size: int, dropout: float = 0.0):
super().__init__()
self.dropout = nn.Dropout(p=dropout)
self.word_embeddings = nn.Embedding(vocab_size, dim_model)
@property
def weight(self) -> torch.Tensor:
return self.word_embeddings.weight
def forward(self, x: torch.Tensor):
x = self.word_embeddings(x)
x = self.dropout(x)
return x