Connectionist Temporal Classification (CTC)
GPTKB entity
Statements (20)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:model
|
| gptkbp:allows |
variable-length input
variable-length output |
| gptkbp:category |
deep learning
sequence modeling |
| gptkbp:designedFor |
sequence labelling
|
| gptkbp:enables |
end-to-end training
|
| gptkbp:handles |
unsegmented data
|
| https://www.w3.org/2000/01/rdf-schema#label |
Connectionist Temporal Classification (CTC)
|
| gptkbp:introduced |
gptkb:Alex_Graves
|
| gptkbp:introducedIn |
2006
|
| gptkbp:lossFunctionType |
alignment-free
|
| gptkbp:oftenUsedWith |
recurrent neural networks
|
| gptkbp:output |
label sequence
|
| gptkbp:publicationYear |
2006
|
| gptkbp:publishedIn |
gptkb:Connectionist_Temporal_Classification:_Labelling_Unsegmented_Sequence_Data_with_Recurrent_Neural_Networks
|
| gptkbp:usedIn |
speech recognition
handwriting recognition |
| gptkbp:bfsParent |
gptkb:Connectionist_Temporal_Classification:_Labelling_Unsegmented_Sequence_Data_with_Recurrent_Neural_Networks
|
| gptkbp:bfsLayer |
6
|