EUROSPEECH 2003 - INTERSPEECH 2003
8th European Conference on Speech Communication and Technology

Geneva, Switzerland
September 1-4, 2003

        

Automatic Transformation of Environmental Sounds into Sound-Imitation Words Based on Japanese Syllable Structure

Kazushi Ishihara, Yasushi Tsubota, Hiroshi G. Okuno

Kyoto University, Japan

Sound-imitation words, a sound-related subset of onomatopoeia, are important for computer-human interaction and automatic tagging of sound archives. The main problem of automatic recognition of sound-imitation word is that the literal representation of such words is dependent on listeners and influenced by a particular cultural history. Based on our preliminary experiments of such dependency and the sonority theory, we discovered that the process of transforming environmental sounds into syllable-structure expressions is mostly listener-independent while that of transforming syllable-structure expressions into sound-imitation words is mostly listener-dependent and influenced by culture. This paper focuses on the former lister-independent process and presents the three-stage architecture of automatic transformation of environmental sounds to sound-imitation words; segmenting sound signals to syllables, identifying syllable structure as mora, and recognizing mora as phonemes.

Full Paper

Bibliographic reference.  Ishihara, Kazushi / Tsubota, Yasushi / Okuno, Hiroshi G. (2003): "Automatic transformation of environmental sounds into sound-imitation words based on Japanese syllable structure", In EUROSPEECH-2003, 3185-3188.