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» A Connectionist Approach to Speech Understanding
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80
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LREC
2010
172views Education» more  LREC 2010»
14 years 11 months ago
Speech Grammars for Textual Entailment Patterns in Multimodal Question Answering
Over the last several years, speech-based question answering (QA) has become very popular in contrast to pure search engine based approaches on a desktop. Open-domain QA systems a...
Daniel Sonntag, Bogdan Sacaleanu
IJCNN
2006
IEEE
15 years 3 months ago
Adaptation of Artificial Neural Networks Avoiding Catastrophic Forgetting
— In connectionist learning, one relevant problem is “catastrophic forgetting” that may occur when a network, trained with a large set of patterns, has to learn new input pat...
Dario Albesano, Roberto Gemello, Pietro Laface, Fr...
ADS
2004
Springer
15 years 3 months ago
A Categorical Annotation Scheme for Emotion in the Linguistic Content of Dialogue
Abstract. If we wish to implement dialogue systems which express emotion, dialogue corpora annotated for emotion would be a valuable resource. In order to develop such corpora we r...
Richard Craggs, Mary McGee Wood
74
Voted
TSD
2010
Springer
14 years 8 months ago
Diagnostics for Debugging Speech Recognition Systems
Modern speech recognition applications are becoming very complex program packages. To understand the error behaviour of the ASR systems, a special diagnosis - a procedure or a tool...
Milos Cernak
EACL
2006
ACL Anthology
14 years 11 months ago
Edit Machines for Robust Multimodal Language Processing
Multimodal grammars provide an expressive formalism for multimodal integration and understanding. However, handcrafted multimodal grammars can be brittle with respect to unexpecte...
Srinivas Bangalore, Michael Johnston