From segmentation bootstrapping to transcription-to-word conversion

Reichel, Uwe D. (2013): From segmentation bootstrapping to transcription-to-word conversion. Interspeech, 25. - 29. August 2013, Lyon.

Abstract

The mapping of a raw phonetic transcription to an orthographic word sequence is carried out in three steps: First, a syllable segmentation of the transcription is bootstrapped, based on unsupervised subtractive learning. Then, the syllables are grouped to word entities guided by non-linguistic distributional properties. Finally, the phonetic word segmentations are mapped onto entries of a canonic pronunciation dictionary by means of a co-occurrence based aligner. For syllable segmentation accuracies between 89 and 96% are obtained, and for word segmentation accuracies between 92 and 98%. The transcription to word conversion performance amounts 77%.

• Dokumententyp: Konferenzbeitrag (Paper)
• Publikationsform: Postprint
• Veröffentlicht in: Proc. Interspeech S. 1443-1447
• Keywords: segmentation, bootstrap, distributional learning, subtractive learning, alignment
• Fakultät: Sprach- und Literaturwissenschaften > Department 2 > Phonetik und Sprachverarbeitung
• Themengebiete: 400 Sprache > 410 Linguistik
• Sprache: Englisch
• ID: 18040
• Veröffentlicht am: 27. Jan. 2014 12:50