Title :
Syllable-based prosodic analysis of Amharic read speech
Author :
Jokisch, Oliver ; Birhanu, Yitagessu ; Hoffmann, Raik
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;
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
DOI :
10.1109/SLT.2012.6424232