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  • The Inria's Research Teams produce an annual Activity Report presenting their activities and their results of the year. These reports include the team members, the scientific program, the software developed by the team and the new results of the year. The report also describes the grants, contracts and the activities of dissemination and teaching. Finally, the report gives the list of publications of the year.

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2017 Team Activity Report
Cognitive Machine Learning
Inria teams are typically groups of researchers working on the definition of a common project, and objectives, with the goal to arrive at the creation of a project-team. Such project-teams may include other partners (universities or research institutions).
Research centre: Paris

Field: Perception, Cognition and Interaction

Theme: Language, Speech and Audio
Computer Science and Digital Science:
  • A3.4.2. - Unsupervised learning
  • A3.4.5. - Bayesian methods
  • A3.4.6. - Neural networks
  • A3.4.8. - Deep learning
  • A5.7. - Audio modeling and processing
  • A5.7.1. - Sound
  • A5.7.3. - Speech
  • A5.7.4. - Analysis
  • A5.8. - Natural language processing
  • A5.9. - Signal processing
  • A5.9.1. - Sampling, acquisition
  • A5.9.2. - Estimation, modeling
  • A5.9.3. - Reconstruction, enhancement
  • A5.9.4. - Signal processing over graphs
  • A5.9.5. - Sparsity-aware processing
  • A5.9.6. - Optimization tools
  • A6.3.3. - Data processing
  • A9.2. - Machine learning
  • A9.3. - Signal analysis
  • A9.4. - Natural language processing
  • A9.6. - Decision support
  • A9.7. - AI algorithmics
Other Research Topics and Application Domains:
  • B1.2. - Neuroscience and cognitive science
  • B1.2.2. - Cognitive science