From c29e5071bdb0dea46a7778f3a8a08692458f19f1 Mon Sep 17 00:00:00 2001
From: Marlowe <54339989+ZihanLiao@users.noreply.github.com>
Date: 星期五, 01 九月 2023 01:15:32 +0800
Subject: [PATCH] fix error:reference before assignment for write_flag when using kaldi_ark (#904)

---
 funasr/models/specaug/abs_specaug.py |   16 ++++++++++++++++
 1 files changed, 16 insertions(+), 0 deletions(-)

diff --git a/funasr/models/specaug/abs_specaug.py b/funasr/models/specaug/abs_specaug.py
new file mode 100644
index 0000000..da6637e
--- /dev/null
+++ b/funasr/models/specaug/abs_specaug.py
@@ -0,0 +1,16 @@
+from typing import Optional
+from typing import Tuple
+
+import torch
+
+
+class AbsSpecAug(torch.nn.Module):
+    """Abstract class for the augmentation of spectrogram
+    The process-flow:
+    Frontend  -> SpecAug -> Normalization -> Encoder -> Decoder
+    """
+
+    def forward(
+        self, x: torch.Tensor, x_lengths: torch.Tensor = None
+    ) -> Tuple[torch.Tensor, Optional[torch.Tensor]]:
+        raise NotImplementedError

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