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你好,
请问你有试着用ctc loss来训练 continuous SLR 吗?我的模型很简单,就是 pretrained EfficientNet + self-attention(3 layer) + linear + ctc loss. 我是在RWTH-PHOENIX- Weather-2014T 这个数据集上训练的,然后发现loss完全降不下去,维持在5.2左右,而且在解码的时候只预测blank。个人感觉应该不是我的ctc loss使用问题,因为我之前用ctc loss训练machine translation是没有问题的。想知道你有训练过这个数据集和用ctc来训这个模型吗?
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我个人没试过诶,只是看到过这种方法 尝试检查一下输入输出吧,或者是不是学习率设太高了
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你好,
请问你有试着用ctc loss来训练 continuous SLR 吗?我的模型很简单,就是 pretrained EfficientNet + self-attention(3 layer) + linear + ctc loss. 我是在RWTH-PHOENIX- Weather-2014T 这个数据集上训练的,然后发现loss完全降不下去,维持在5.2左右,而且在解码的时候只预测blank。个人感觉应该不是我的ctc loss使用问题,因为我之前用ctc loss训练machine translation是没有问题的。想知道你有训练过这个数据集和用ctc来训这个模型吗?
The text was updated successfully, but these errors were encountered: