問題タブ [ctc]

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1046 参照

python - CTC の TF 実装がどのように機能するかを理解する

TensorFlow で CTC 実装がどのように機能するかを理解しようとしています。CTC 機能をテストするためだけに簡単な例を書きましたが、何らかの理由でinf、いくつかのターゲット/入力値を取得しています。

コード:

サンプル出力:

私はそこに何が欠けているのですか!?

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keras - CTCBeamSearchDecoder thinks sequence_length of shape (2,) is not a vector

Trying to run a beam search in a Keras model, I get confusing (and conflicting?) error messages. My model has inputs such as

and the CTC loss function requires the [1] shapes in input and label length. As far as I understand, the output should be obtained with something like

but as-is, that leads to a complain about the shape of input_length

but if I chop off that dimension

the model definition runs, but when I run y = paths([x, numpy.array([[30], [30]])]) with a x.shape == (2, 30, 513) I suddenly get

What am I doing wrong?