(feat) Implement the deprecated ctc_decode
function in Keras v3
#19227
Labels
stat:contributions welcome
A pull request to fix this issue would be welcome.
type:feature
The user is asking for a new feature.
What
Implement the deprecated
ctc_decode
function inkeras.losses
and make it backend-agnostic.To achieve this we'll need to implement the following functions in
keras.ops.nn
:tf.nn.ctc_greedy_decoder
tf.compat.v1.nn.ctc_beam_search_decoder
After the implementation, update the related
Automatic Speech Recognition using CTC
example on the keras-io repo and make it compatible with all backends, if possible.Results
tf.nn.ctc_greedy_decoder
function is implemented inkeras.ops.nn
with related test coveragetf.compat.v1.nn.ctc_beam_search_decoder
function is implemented inkeras.ops.nn
with related test coveragectc_decode
function is implemented inkeras.losses
with related test coverageAutomatic Speech Recognition using CTC
example is updated with the newctc_decode
function and compatible with all backendsThe text was updated successfully, but these errors were encountered: