Unsupervised Learning of Spoken Language with Visual Context

Unsupervised Learning of Spoken Language with Visual Context

MITCBMM via YouTube Direct link

Spatial Distribution of Speech Clusters

15 of 16

15 of 16

Spatial Distribution of Speech Clusters

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Classroom Contents

Unsupervised Learning of Spoken Language with Visual Context

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  1. 1 Intro
  2. 2 Challenge for Automatic Speech Recognition
  3. 3 A Perspective on Spoken Language Processing Most (-9%) of the worlds languages have not been addressed by resource and expert intensive supervised
  4. 4 Crossing the Vision Language Boundary
  5. 5 Learning an Audio/Visual Embedding Space?
  6. 6 Joint Audio-Visual Analysis Architecture
  7. 7 Crowdsourcing Audio-Visual Data
  8. 8 Evaluation: Image and Search Annotation
  9. 9 Evaluating via Image Search
  10. 10 Evaluating via Image Annotation
  11. 11 Time-varying Audio-Visual Affiliation
  12. 12 Audio-Visual Grounding for Localization
  13. 13 Examples of Audio-Visual Clusters
  14. 14 Cluster Analysis
  15. 15 Spatial Distribution of Speech Clusters
  16. 16 Final Message

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