Spotify's Podcast Search Explained

Spotify's Podcast Search Explained

James Briggs via YouTube Direct link

Why Now?

3 of 15

3 of 15

Why Now?

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Spotify's Podcast Search Explained

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  1. 1 Intro
  2. 2 NLP in Semantic Search
  3. 3 Why Now?
  4. 4 Transformer Models
  5. 5 Sentence Transformers
  6. 6 Vector Search
  7. 7 How Spotify Built Podcast Search
  8. 8 Data Source, Fine-tuning, and Eval
  9. 9 Code Implementation, Dataset
  10. 10 Data Preparation
  11. 11 Query Generation
  12. 12 Fine-tuning a Podcast Model
  13. 13 Evaluation
  14. 14 Does it Scale?
  15. 15 Sharing Your Work

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