Statistical methods for speech recognition
Statistical methods for speech recognition
Multimodal error correction for speech user interfaces
ACM Transactions on Computer-Human Interaction (TOCHI)
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
The mathematics of statistical machine translation: parameter estimation
Computational Linguistics - Special issue on using large corpora: II
Learning finite-state models for machine translation
Machine Learning
Statistical phrase-based models for interactive computer-assisted translation
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Computer-assisted translation using speech recognition
IEEE Transactions on Audio, Speech, and Language Processing
A Probabilistic Model for User Relevance Feedback on Image Retrieval
MLMI '08 Proceedings of the 5th international workshop on Machine Learning for Multimodal Interaction
Introducing Additional Input Information into Interactive Machine Translation Systems
MLMI '08 Proceedings of the 5th international workshop on Machine Learning for Multimodal Interaction
Computer Assisted Transcription of Text Images and Multimodal Interaction
MLMI '08 Proceedings of the 5th international workshop on Machine Learning for Multimodal Interaction
Improving interactive machine translation via mouse actions
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Multimodal interactive transcription of text images
Pattern Recognition
Online learning for interactive statistical machine translation
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Interactive layout analysis and transcription systems for historic handwritten documents
Proceedings of the 10th ACM symposium on Document engineering
A multimodal interactive text generation system
International Conference on Multimodal Interfaces and the Workshop on Machine Learning for Multimodal Interaction
Multi-modal computer assisted speech transcription
International Conference on Multimodal Interfaces and the Workshop on Machine Learning for Multimodal Interaction
Automatic learning of edit costs based on interactive and adaptive graph recognit
GbRPR'11 Proceedings of the 8th international conference on Graph-based representations in pattern recognition
Interactive structured output prediction: application to chromosome classification
IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
On the optimal decision rule for sequential interactive structured prediction
Pattern Recognition Letters
| Hi-index | 0.00 |
Pattern Recognition systems are not error-free. Human intervention is typically needed to verify and/or correct the result of such systems. To formalize this fact, a new framework, which integrates the human activity into the recognition process taking advantage of the user's feedback, is described. Several applications, involving Interactive Speech Transcription and Multimodal Interactive Machine Translation, have recently been considered under this framework. These applications are reviewed in this paper, and some experiments, showing that the proposed framework can save significant amounts of human effort, are also presented.