Grapheme-to-Phoneme conversion, a knowledge-based approach
نویسنده
چکیده
This paper reflects the results of an ongoing project at Högskolan i Skövde, aimed at the creation of a system for grapheme-to-phoneme conversion for Swedish, from a knowledge-based approach. The focus lies on development and implementation of an algorithm for parsing ortographic text, and phonetic rules for the transcription.
منابع مشابه
Language-independent Data-oriented Grapheme-to-phoneme Conversion
We describe an approach to grapheme-to-phoneme conversion which is both language-independent and data-oriented. Given a set of examples (spelling words with their associated phonetic representation) in a language, a grapheme-to-phoneme conversion system is automatically produced for that language which takes as its input the spelling of words, and produces as its output the phonetic transcripti...
متن کاملSolving the Phoneme Conflict in Grapheme-to-Phoneme Conversion Using a Two-Stage Neural Network-Based Approach
To achieve high quality output speech synthesis systems, data-driven grapheme-to-phoneme (G2P) conversion is usually used to generate the phonetic transcription of out-of-vocabulary (OOV) words. To improve the performance of G2P conversion, this paper deals with the problem of conflicting phonemes, where an input grapheme can, in the same context, produce many possible output phonemes at the sa...
متن کاملDecision Tree Learning for Automatic Grapheme to Phoneme Conversion for Tamil N.Udhyakumar, C.S.Kumar, R.Srinivasan and R.Swaminathan
This paper describes a novel approach for grapheme to phoneme conversion using decision tree learning technique. The proposed approach, unlike the rule based approach, can generate rules spanning wider context and thus give better accuracy for the conversion.
متن کاملRule-based Korean Grapheme to Phoneme Conversion Using Sound Patterns
Grapheme-to-phoneme conversion plays an important role in text-to-speech applications and other fields of computational linguistics. Although Korean uses a phonemic writing system, it must have a grapheme-to-phoneme conversion for speech synthesis because Korean writing system does not always reflect its actual pronunciations. This paper describes a grapheme-to-phoneme conversion method based o...
متن کاملConversion from phoneme based to grapheme based acoustic models for speech recognition
This paper focuses on acoustic modeling in speech recognition. A novel approach how to build grapheme based acoustic models with conversion from existing phoneme based acoustic models is proposed. The grapheme based acoustic models are created as weighted sum from monophone acoustic models. The influence of particular monophone is determined with the phoneme to grapheme confusion matrix. Furthe...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2007