更新文档和运行脚本，修复文档拼写错误 (#2688)

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2025-10-01 fa9a6cdb1eade68c258eed7297f5a8a8a5329ac6

 funasr/models/transformer/utils/multi_layer_conv.py

@@ -96,7 +96,7 @@
            kernel_size,
            stride=1,
            padding=(kernel_size - 1) // 2,
            bias=False
            bias=False,
        )
        self.norm = torch.nn.LayerNorm(hidden_chans)
        self.dropout = torch.nn.Dropout(dropout_rate)