Connectionist Temporal Classification
GPTKB entity
Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:model
|
| gptkbp:abbreviation |
gptkb:CTC
|
| gptkbp:category |
gptkb:artificial_intelligence
pattern recognition |
| gptkbp:compatibleWith |
pre-segmented data
|
| gptkbp:enables |
end-to-end training
|
| gptkbp:handles |
unsegmented data
|
| gptkbp:hasLossFunction |
gptkb:CTC_loss
|
| https://www.w3.org/2000/01/rdf-schema#label |
Connectionist Temporal Classification
|
| gptkbp:introduced |
gptkb:Alex_Graves
|
| gptkbp:introducedIn |
2006
|
| gptkbp:output |
label sequence
|
| gptkbp:publishedIn |
gptkb:ICML_2006
|
| gptkbp:relatedTo |
attention mechanism
sequence-to-sequence models |
| gptkbp:solvedBy |
alignment between input and output sequences
|
| gptkbp:usedFor |
speech recognition
handwriting recognition sequence labeling |
| gptkbp:worksWith |
deep learning
recurrent neural networks |
| gptkbp:bfsParent |
gptkb:Speech_Recognition
|
| gptkbp:bfsLayer |
6
|