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Master Thesis: Enhancing Communication for Individuals with Complex Congenital Disorders - A Personalized Speech Recognition Approach
Complex congenital disorders often result in speech and motor skill impairments, posing communication challenges. Existing non-English speech recognition tools struggle with non-standard speech patterns, compounded by a lack of large training datasets. This project aims to create a personalized framework for training German speech recognition models, catering to the unique needs of individuals with congenital disorders.
Keywords: Training Data Augmentation
Early Layer Training
Speech Recognition
Non-Standard Speech
Congenital Disorders
Communication Challenges
Customized Speech Models
Language Adaptation
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Roman Boehringer (roman@ethz.ch)
Pehuen Moure (pehuen@ini.ethz.ch)
Roman Boehringer (roman@ethz.ch) Pehuen Moure (pehuen@ini.ethz.ch)