1 / 10

Document Expansion for Speech Retrieval ( Singhal, Pereira)

Document Expansion for Speech Retrieval ( Singhal, Pereira). Teoman Toraman Çağrı Toraman Bilkent University, 2010. Problem Statement. Reasonable Transcription File: news_today.rtf. Speech File: news_today.wav. Automatic (or Manual) Speech Recognition. 2 / 10. Problem Statement.

selima
Download Presentation

Document Expansion for Speech Retrieval ( Singhal, Pereira)

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

Presentation Transcript

  1. Document Expansion forSpeech Retrieval(Singhal, Pereira) Teoman ToramanÇağrı ToramanBilkent University, 2010

  2. Problem Statement Reasonable Transcription File: news_today.rtf Speech File: news_today.wav Automatic (or Manual) Speech Recognition 2 / 10

  3. Problem Statement Aboutness: Fatal train crash in Italy Query Indexing Results:D1, D2 3 / 10

  4. Problem Statement Erroneous Transcription File Noisy / Dirty Sound File Corrupted / Erroneous Automatic (or Manual) Speech Recognition 4 / 10

  5. Problem Statement Same Query Erroneous Corrupted / Erroneous Indexing Results:D2 (Vocabulary Mismatch) 5 / 10

  6. Problem Statement Noisy / Dirty Sound File Automatic (or Manual) Speech Recognition Corrupted / Erroneous • Recognition Mistakes: • Deletions • Wrong term weighting • Insertions 6 / 10

  7. Solution Expanded Corrupted / Erroneous Document Expansion 7 / 10

  8. Solution What is Document Expansion ? Step 2) Step 3) Step 1) RELATED CORPUS Corrupted / Erroneous Reweighing & Adding New Terms ... 10 similar files 8 / 10

  9. Experiments & Results 9 / 10

  10. Experiments & Results %10-15loss %20-25loss 10 / 10

More Related