DocumentCode
3132399
Title
Syllable-based prosodic analysis of Amharic read speech
Author
Jokisch, Oliver ; Birhanu, Yitagessu ; Hoffmann, Raik
fYear
2012
fDate
2-5 Dec. 2012
Firstpage
252
Lastpage
257
Abstract
Amharic is the official language of Ethiopia and belongs to the under-resourced languages. Analyzing a new corpus of Amharic read speech, this contribution surveys syllable-based prosodic variations in f0, duration and intensity to develop suitable prosody models for speech synthesis and recognition. The article starts with a brief description of the Amharic script, the prosodic analysis methods, an accentuation experiment using resynthesis and a perceptual test. The main part summarizes stress-related analysis results for f0, duration and intensity and their interrelations. The quantitative variations of Amharic are comparable with the range in well-examined languages. The observed modifications in syllable duration and mean f0 proved to be relevant for stress perception as demonstrated in the perceptual test with resynthesis stimuli.
Keywords
natural language processing; speech recognition; speech synthesis; Amharic read speech; Ethiopia; speech recognition; speech synthesis; syllable based prosodic analysis; syllable based prosodic variations; Algorithm design and analysis; Educational institutions; Rhythm; Speech; Speech recognition; Speech synthesis; Stress; Amharic language; duration; intonation; prosody; syllable;
fLanguage
English
Publisher
ieee
Conference_Titel
Spoken Language Technology Workshop (SLT), 2012 IEEE
Conference_Location
Miami, FL
Print_ISBN
978-1-4673-5125-6
Electronic_ISBN
978-1-4673-5124-9
Type
conf
DOI
10.1109/SLT.2012.6424232
Filename
6424232
Link To Document